seed,p,n,r,uncertainty_components,rank_exhaustion_stress,method,stack_rank,robust_nullity,generic_minimum_support_circuit_arity,solver_s,test_nmse,train_mse,update_norm,stack_residual,nominal_retention_norm,uniform_retention_upper_bound,exact_worstcase_given_nominal_null,attained_top_singular_retention,max_64_random_shift_retention,within_tau_uniform_certificate,strict_common_kernel_preservation,outside_2rho_top_singular_retention,outside_2rho_violates_tau,outside_arbitrary_new_unit_operator_worstcase,robust_projector_basis_max_update_difference
0,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00020973500068066642,1.342945540102588,0.22884691794436887,1.1157047872746688,9.837545587278234e-17,2.3273757686693185e-17,4.7843369543450635e-17,2.456961185675745e-17,5.93873657494515e-17,7.577386519575497e-17,True,True,6.206335383118183e-17,False,0.2789261968186672,8.881784197001252e-16
0,64,96,2,2,False,no_change,6,58,7,1.2020027497783303e-06,1.0000455552820835,1.0308304257852827,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.881784197001252e-16
0,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00026976600202033296,1.3429455401025898,0.22884691794436876,1.1157047872746697,1.2353514805948248e-16,3.273069708340169e-17,6.432219036073895e-17,3.159149327733725e-17,6.664589960562512e-17,5.774310535657398e-17,True,True,7.577386519575497e-17,False,0.2789261968186674,8.881784197001252e-16
0,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00022557999909622595,0.5935315107604144,0.08430505841470835,1.0698841684463034,0.507487540138588,1.939479807224432e-17,0.12427721728506441,0.1242772172850644,0.12427721728506443,0.11947108760551992,False,False,0.24855443457012888,True,0.26747104211157585,8.881784197001252e-16
0,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.0002127799998561386,0.6908636321562555,0.6332040342226491,0.2582655594851853,0.12250536773152652,8.542522420166516e-18,0.030000000000000006,0.03,0.030000000000000006,0.028839820414906712,True,False,0.060000000000000005,True,0.06456638987129633,8.881784197001252e-16
0,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00027981099992757663,0.6990627023002961,0.7025881001602055,0.22205702644420316,0.1293843144074113,3.860734174794557e-18,0.030000000000000006,0.030000000000000002,0.030000000000000006,0.027835561163414416,True,False,0.06,True,0.05551425661105079,9.228728892196614e-16
0,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00023717599833616987,1.1952239344470152,0.2178227621508547,1.16314071325256,1.9733171121453058e-16,1.199094272401714e-16,1.5911810329809527e-16,3.920867605792386e-17,1.0464657362886006e-16,1.5547806941044102e-16,True,True,1.546003868542881e-16,False,0.29078517831314,9.228728892196614e-16
0,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00012932400204590522,0.36953802025961485,0.07216306994910578,1.002980022854768,0.5843989028376971,1.2266347333466993e-17,0.13550303346606182,0.13550303346606182,0.13550303346606185,0.12572676586242523,False,False,0.2710060669321237,True,0.250745005713692,9.228728892196614e-16
0,64,96,2,4,False,no_change,10,54,11,1.3319986464921385e-06,1.0001228884911082,1.1063660566708238,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.228728892196614e-16
0,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0002768360027403105,1.1952239344470148,0.2178227621508547,1.16314071325256,2.2989990195102654e-16,1.7718822579124733e-16,2.0653649277995248e-16,2.934826698870513e-17,1.7860071305544555e-16,2.4495867984175374e-16,True,True,2.2373393859051433e-16,False,0.29078517831314,9.228728892196614e-16
0,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.0003260099983890541,0.7119677959176817,0.6801345222244182,0.35237883639232104,0.13263547612159707,2.914387067858612e-17,0.02999999999999999,0.02999999999999996,0.029999999999999975,0.029564461091736,True,False,0.05999999999999993,True,0.08809470909808026,6.522560269672795e-16
0,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.0001629149992368184,1.0841884616185886,0.22875410220324646,1.0506817226052825,1.9517951932325387e-16,8.285007358124453e-17,1.166533368822099e-16,3.380326330096536e-17,1.0209846141835788e-16,1.262421098120765e-16,True,True,1.3279418682041632e-16,False,0.2626704306513206,6.522560269672795e-16
0,64,96,4,2,False,nominal_null_ridge,12,52,13,0.0001299759969697334,0.9826564156803168,0.1137915203995683,1.1186259641643124,0.4210510735489431,9.341771812940339e-17,0.09523494449469916,0.09523494449469906,0.09523494449469905,0.09385232703623905,False,False,0.1904698889893981,True,0.2796564910410781,6.522560269672795e-16
0,64,96,4,2,False,no_change,12,52,13,1.1019983503501862e-06,1.00016671881819,1.309294498485771,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.522560269672795e-16
0,64,96,4,2,False,robust_projector_ridge,12,52,13,0.00022299500051303767,1.0841884616185902,0.2287541022032464,1.0506817226052831,2.450895546562433e-16,1.492769617511957e-16,1.9224865359965299e-16,4.297169184845731e-17,1.5535221149247456e-16,1.8177385842962546e-16,True,True,1.8319205572553517e-16,False,0.2626704306513208,6.522560269672795e-16
0,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.000208073000976583,0.9312878058460055,0.2029077079999139,0.9902844312887237,1.9514675345677542e-16,8.224858010725878e-17,1.1902539242505553e-16,3.677681231779676e-17,1.15746490986309e-16,1.5743033688534506e-16,True,True,1.2276156489239667e-16,False,0.24757110782218092,3.608224830031759e-16
0,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.0002950529997178819,0.712898477630478,0.5332631831783201,0.2608726843381617,0.15360432333087207,1.8542076143962482e-17,0.02999999999999999,0.02999999999999997,0.029999999999999964,0.02559103121829404,True,False,0.05999999999999994,True,0.06521817108454042,3.608224830031759e-16
0,64,96,4,4,False,no_change,20,44,21,1.2220007192809135e-06,1.0010172989866593,0.9037961926298436,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.608224830031759e-16
0,64,96,4,4,False,nominal_null_ridge,20,44,21,0.0002491849991201889,0.6055859999037322,0.07508595217815066,1.0049112747053635,0.5917013379545355,6.630638695609561e-17,0.11556341484216794,0.11556341484216787,0.11556341484216778,0.09857956523061946,False,False,0.2311268296843356,True,0.25122781867634086,3.608224830031759e-16
0,64,96,4,4,False,robust_projector_ridge,20,44,21,0.0002769470011116937,0.9312878058460059,0.20290770799991398,0.9902844312887242,2.2385999867341975e-16,6.68262677287001e-17,1.0973613197328471e-16,4.2909864244584625e-17,1.0203949608775757e-16,1.1118481384854486e-16,True,True,1.3151904163666896e-16,False,0.24757110782218106,3.608224830031759e-16
0,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.0003924100019503385,0.6713190221384637,0.5967101190152071,0.26119623952152315,0.1485136945984852,5.485677294651096e-18,0.029999999999999995,0.02999999999999999,0.03,0.029250559631640315,True,False,0.05999999999999998,True,0.06529905988038079,4.718447854656915e-16
0,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00021993100017425604,0.634479233276154,0.3631888028459743,0.772866979213783,8.384502187398841e-17,6.834017936133213e-17,7.884772601440633e-17,1.0507546653074197e-17,4.810535519880077e-17,6.88665556569629e-17,True,True,5.1577036902917074e-17,False,0.19321674480344575,4.718447854656915e-16
0,64,256,2,2,False,no_change,6,58,7,1.18200114229694e-06,1.000353655704844,0.9776958581271451,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.718447854656915e-16
0,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00019270000120741315,0.3981424021468682,0.2121692144675827,0.8875918470632368,0.5046762723090151,1.734723475976807e-17,0.10194540113087239,0.10194540113087237,0.10194540113087237,0.09939866783166916,False,False,0.20389080226174475,True,0.2218979617658092,4.718447854656915e-16
0,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0002874630008591339,0.6344792332761537,0.3631888028459743,0.7728669792137829,1.143840731001384e-16,3.469446951953614e-18,2.893554405728375e-17,2.5466097105330138e-17,1.7433755170605403e-17,4.443059973708341e-17,True,True,3.2959746043559335e-17,False,0.19321674480344572,4.718447854656915e-16
0,64,256,2,4,False,no_change,10,54,11,9.710020094644278e-07,1.0011809718589415,1.0155353172804227,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.718447854656915e-16
0,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.00025937000100384466,0.6949376769132835,0.7064247841957185,0.1707584293744143,0.12255254768797712,6.732537572691846e-18,0.030000000000000013,0.030000000000000006,0.030000000000000006,0.025054461469494978,True,False,0.060000000000000005,True,0.042689607343603574,4.718447854656915e-16
0,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00021060699873487465,0.676702468507733,0.34807633408795613,0.8199404229268704,1.7789265548648067e-16,3.801578323111275e-17,7.89431700851516e-17,4.092738685403885e-17,8.532939732906424e-17,9.036192580063416e-17,True,True,1.207970554039767e-16,False,0.2049851057317176,4.718447854656915e-16
0,64,256,2,4,False,robust_projector_ridge,10,54,11,0.00029297099899849854,0.6767024685077331,0.34807633408795613,0.8199404229268704,1.5351934892309432e-16,2.9079264368403834e-17,6.458551590140174e-17,3.55062515329979e-17,7.633714973678205e-17,7.31482207975486e-17,True,True,1.0134408360408888e-16,False,0.2049851057317176,4.718447854656915e-16
0,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00024063200180535205,0.03554677101113741,0.029451133059300194,0.9862633846725666,0.7078367429696033,2.7097246932071044e-17,0.1732734462865136,0.17327344628651356,0.17327344628651367,0.14470909612240213,False,False,0.34654689257302734,True,0.24656584616814164,4.718447854656915e-16
0,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.000229465000302298,0.63005242417119,0.4067178152775601,0.7620090922610752,6.32595399733344e-17,2.7576272507972397e-17,4.0617341786194944e-17,1.3041069278222546e-17,4.036029052912644e-17,6.007693280090747e-17,True,True,3.3404865398502796e-17,False,0.1905022730652688,3.608224830031759e-16
0,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00042125300024054013,0.63005242417119,0.4067178152775601,0.7620090922610753,1.172177942451701e-16,9.611316197780628e-17,1.1129471880023118e-16,1.5181556822424902e-17,8.314720942628283e-17,1.0173676237384567e-16,True,True,7.126103841197013e-17,False,0.19050227306526882,3.608224830031759e-16
0,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.0002570370015746448,0.7005465631805515,0.621498150382815,0.17749490112981994,0.1265578388649972,5.472805136212314e-18,0.030000000000000013,0.030000000000000006,0.02999999999999999,0.029460140865421168,True,False,0.06,True,0.044373725282454986,3.608224830031759e-16
0,64,256,4,2,False,no_change,12,52,13,1.071999577106908e-06,1.0000091217292881,0.9055471091922616,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.608224830031759e-16
0,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00023924999914015643,0.12074713050884744,0.07517935576069623,0.9299726878936853,0.6630913498591988,2.6251129656189234e-17,0.15718299770428373,0.1571829977042837,0.15718299770428373,0.15435444180057906,False,False,0.31436599540856747,True,0.23249317197342131,3.608224830031759e-16
0,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00027413199859438464,0.062086291257568274,0.04206137169292096,0.9716253026704375,0.6652956973549798,5.087300268628159e-17,0.1252850675060514,0.12528506750605134,0.12528506750605137,0.11611521252628922,False,False,0.25057013501210273,True,0.24290632566760936,4.440892098500626e-16
0,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.0003217030025552958,0.6016382138643006,0.4231370155162082,0.7996865680705945,1.6285452889864782e-16,8.459778818620703e-17,1.135687893483821e-16,2.897100116217506e-17,9.517294400036293e-17,9.457425387298994e-17,True,True,9.134929303046259e-17,False,0.19992164201764862,4.440892098500626e-16
0,64,256,4,4,False,robust_projector_ridge,20,44,21,0.0004910290008410811,0.6016382138643006,0.4231370155162082,0.7996865680705946,1.8402638432720974e-16,9.775055191592567e-17,1.2966014006712917e-16,3.1909588151203504e-17,5.059821811404933e-17,1.216039919338516e-16,True,True,8.666675708199898e-17,False,0.19992164201764864,4.440892098500626e-16
0,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0003641479997895658,0.6072455290325752,0.5939438927763301,0.23265948337143377,0.15930765986685014,8.680560271295032e-18,0.03000000000000001,0.03,0.030000000000000002,0.027804242318187056,True,False,0.05999999999999999,True,0.05816487084285844,4.440892098500626e-16
0,64,256,4,4,False,no_change,20,44,21,1.6019985196180642e-06,1.003162508384808,0.990220430972456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
0,128,96,2,2,False,nominal_null_ridge,6,122,7,0.00043272100083413534,0.5832043303060066,0.00062179674061566,1.0496920274696144,0.5124849195849998,2.7097246932071044e-17,0.1208842324225345,0.12088423242253447,0.12088423242253443,0.11386784714155757,False,False,0.2417684648450689,True,0.2624230068674036,1.1275702593849246e-14
0,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.0005438779990072362,0.688187165345492,0.7294358625319556,0.2605034601536512,0.1271840609767065,7.423420718681438e-18,0.03,0.029999999999999992,0.029999999999999985,0.0282587343757657,True,False,0.059999999999999984,True,0.0651258650384128,1.1275702593849246e-14
0,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0004458799994608853,1.73967962428376,0.002421782950298445,1.3727420016133467,1.815770989715566e-16,2.722966795105416e-17,7.039768183543746e-17,4.31680138843833e-17,6.4727505323678e-17,1.064710822765406e-16,True,True,1.1785910963473693e-16,False,0.3431855004033367,1.1275702593849246e-14
0,128,96,2,2,False,no_change,6,122,7,3.07059999613557e-05,1.000014308350062,1.2827217664919526,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1275702593849246e-14
0,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0007767880015308037,1.7396796242837662,0.0024217829502984514,1.3727420016133467,1.300509370476515e-16,6.051557733800244e-17,8.53149990470191e-17,2.479942170901666e-17,8.32847949227958e-17,1.2611466514393114e-16,True,True,9.381951662078253e-17,False,0.3431855004033367,1.1275702593849246e-14
0,128,96,2,4,False,nominal_null_ridge,10,118,11,0.0004930009999952745,0.9885737705643216,0.000661491891855102,0.9279228128097555,0.3447414966034917,5.900610330794223e-17,0.08541240415156666,0.0854124041515666,0.08541240415156665,0.07070076159334737,False,False,0.17082480830313324,True,0.23198070320243888,1.2073675392798577e-14
0,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.00054441899919766,0.8070312496264863,0.3661012071599215,0.3259208619733256,0.12108598277777256,1.4821483875836085e-17,0.029999999999999992,0.029999999999999978,0.02999999999999999,0.024832726216634852,True,False,0.05999999999999997,True,0.0814802154933314,1.2073675392798577e-14
0,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0004717490010079928,1.7829669422343601,0.002101232688820034,1.1756679948681275,1.0601963323076643e-16,2.7428386473255476e-17,6.204098370589151e-17,3.461259723263603e-17,5.92097487909921e-17,7.58730846505859e-17,True,True,6.821346522714517e-17,False,0.29391699871703186,1.2073675392798577e-14
0,128,96,2,4,False,no_change,10,118,11,1.7929996829479933e-06,1.000524329020423,0.8595859460739156,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.2073675392798577e-14
0,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0008130319984047674,1.7829669422343661,0.0021012326888199756,1.17566799486813,1.3173020191634239e-16,1.939479807224432e-17,3.6290374617174e-17,1.6895576544929676e-17,6.481461788203845e-17,7.609091204154493e-17,True,True,7.83703449225051e-17,False,0.2939169987170325,1.2073675392798577e-14
0,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0006083840016799513,0.8910138978066505,0.6782527351998029,0.3402674364905828,0.12534540207158779,3.4405956331020306e-17,0.03,0.029999999999999964,0.029999999999999964,0.029144571133961825,True,False,0.059999999999999935,True,0.0850668591226457,9.18709552877317e-15
0,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.00048775300092529505,2.5091902468885934,0.0038365413636382776,1.4191520400726259,3.0237261498120657e-16,1.8936763415094205e-16,2.380389279798299e-16,4.8671293828887846e-17,2.2067155443694147e-16,2.318259532088173e-16,True,True,2.4532694666933986e-16,False,0.35478801001815646,9.18709552877317e-15
0,128,96,4,2,False,nominal_null_ridge,12,116,13,0.0004585800015775021,1.5696460691619127,0.0009725762674183914,1.135415417201578,0.4182566026747911,9.874314367365723e-17,0.10010497292176253,0.10010497292176243,0.10010497292176242,0.0972505501393877,False,False,0.2002099458435248,True,0.2838538543003945,9.18709552877317e-15
0,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0008426470012636855,2.5091902468886023,0.0038365413636382833,1.4191520400726254,2.3615187687622324e-16,1.6267600051051128e-16,2.004520735614105e-16,3.7776073050899225e-17,1.654638868928196e-16,2.2350516828236536e-16,True,True,2.094925502439744e-16,False,0.35478801001815635,9.18709552877317e-15
0,128,96,4,2,False,no_change,12,116,13,1.8229984561912715e-06,1.0016235691419655,1.3709019932808024,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.18709552877317e-15
0,128,96,4,4,False,nominal_null_ridge,20,108,21,0.00047691700092400424,0.4157679331620708,0.00033967605291562513,0.9074517363646625,0.521982695505976,4.4260951924991303e-17,0.09790029952807107,0.09790029952807103,0.09790029952807108,0.08452391892871791,False,False,0.19580059905614208,True,0.22686293409116562,8.659739592076221e-15
0,128,96,4,4,False,no_change,20,108,21,1.6320009308401495e-06,1.0012877365426331,0.8301883926982759,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.659739592076221e-15
0,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0004751740016217809,1.8798707539761352,0.0029574392034493273,1.3865987433774234,2.1298612881960203e-16,1.0034816792988322e-16,1.3860391913250703e-16,3.825575120262381e-17,1.2417821440830445e-16,1.671039414390377e-16,True,True,1.4489874278046367e-16,False,0.34664968584435585,8.659739592076221e-15
0,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.0003942619987356011,0.6487274791850293,0.403024997426143,0.2780742471899591,0.15995334989439147,2.3176580820987217e-17,0.03000000000000003,0.030000000000000006,0.03000000000000002,0.02590101950744765,True,False,0.06000000000000003,True,0.06951856179748978,8.659739592076221e-15
0,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0008256009969045408,1.8798707539761332,0.002957439203449304,1.3865987433774243,2.845456327435933e-16,8.518269500758834e-17,1.4334028677912577e-16,5.815759177153742e-17,1.3801957532389936e-16,1.662078747827684e-16,True,True,1.7521780541980403e-16,False,0.34664968584435607,8.659739592076221e-15
0,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0010700079983507749,1.1182246399610614,0.25600653293197456,0.8784215323561975,6.507912309213657e-17,3.1031676915590914e-17,4.314249694405092e-17,1.2110820028460009e-17,6.799253034645712e-17,8.562314621180678e-17,True,True,9.596016124726694e-17,False,0.21960538308904937,5.551115123125783e-16
0,128,256,2,2,False,no_change,6,122,7,1.4420002116821706e-06,1.0000232233806075,0.960181084827015,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.551115123125783e-16
0,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0005988000011711847,0.2742615449838479,0.06366376135653598,0.923229325041798,0.5693692373658631,1.3884562417838567e-17,0.13200530573425712,0.1320053057342571,0.13200530573425712,0.12274278971960474,False,False,0.2640106114685143,True,0.2308073312604495,5.551115123125783e-16
0,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0006444089995056856,0.6767555514604248,0.6019872949300105,0.20981641303881496,0.12939689829863504,8.525993822121282e-18,0.03000000000000001,0.030000000000000002,0.03000000000000001,0.027894967335639016,True,False,0.06000000000000001,True,0.05245410325970374,5.551115123125783e-16
0,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0005719699984183535,1.1182246399610616,0.25600653293197456,0.8784215323561976,5.104368872335356e-17,2.960487439549605e-17,4.173991904703991e-17,1.2135044651543859e-17,3.158733298298477e-17,6.60918830693726e-17,True,True,3.8243300998908166e-17,False,0.2196053830890494,5.551115123125783e-16
0,128,256,2,4,False,no_change,10,118,11,1.2620002962648869e-06,1.0003841739369237,0.9132513428733484,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.828670879282072e-16
0,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006200919997354504,0.6536337608585525,0.5859916879473543,0.20259351010838778,0.1340508438411585,1.4058093317800855e-17,0.029999999999999995,0.02999999999999998,0.030000000000000002,0.024276760639038823,True,False,0.060000000000000005,True,0.050648377527096944,5.828670879282072e-16
0,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0006010239994793665,0.9133323566603786,0.22599453776247597,0.8964638881129564,1.4838983752898567e-16,7.054216275001053e-17,9.876512099746067e-17,2.8222958247450136e-17,8.416789325310214e-17,1.3076291775996982e-16,True,True,1.1667305061887407e-16,False,0.2241159720282391,5.828670879282072e-16
0,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0010094280005432665,0.913332356660378,0.22599453776247597,0.896463888112956,5.856340606478335e-17,2.7708101169316032e-17,3.983644412186136e-17,1.2128342952545329e-17,5.14836229975284e-17,7.11983274978144e-17,True,True,3.685330613310115e-17,False,0.224115972028239,5.828670879282072e-16
0,128,256,2,4,False,nominal_null_ridge,10,118,11,0.00061179899785202,0.06727721546370209,0.020470320900798894,0.9818582942224795,0.6496700353458884,3.6763887234288297e-17,0.14539334853774696,0.14539334853774694,0.14539334853774696,0.11765598403197428,False,False,0.2907866970754938,True,0.24546457355561987,5.828670879282072e-16
0,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0010082459994009696,0.7878254003132519,0.32291847469649354,0.918604982884422,1.6180833875338568e-16,9.791588228884376e-17,1.2741464489805793e-16,2.949876260921416e-17,1.1581146965363246e-16,1.3188747903660813e-16,True,True,1.363125011807994e-16,False,0.2296512457211055,5.828670879282072e-16
0,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0006106079999881331,0.6856300396811784,0.6450350466685821,0.22139992323265495,0.1289397935747051,1.1628794869572511e-17,0.029999999999999992,0.02999999999999998,0.03,0.0284782824079039,True,False,0.059999999999999984,True,0.05534998080816374,5.828670879282072e-16
0,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005985099996905774,0.33632017165423717,0.12189549098042762,0.9758930494133662,0.5683445888557096,6.026915947305831e-17,0.13223487639440545,0.1322348763944054,0.13223487639440543,0.12552740513780475,False,False,0.2644697527888108,True,0.24397326235334155,5.828670879282072e-16
0,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0006617350009037182,0.7878254003132519,0.3229184746964936,0.9186049828844215,8.842790405839907e-17,4.6644388559074876e-17,6.458827450201352e-17,1.7943885942938643e-17,5.1144931997196166e-17,8.600450390916878e-17,True,True,7.120955350796093e-17,False,0.22965124572110537,5.828670879282072e-16
0,128,256,4,2,False,no_change,12,116,13,1.28199826576747e-06,1.0032108314988948,0.9915145139131918,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.828670879282072e-16
0,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0006027859999448992,0.26921949781184135,0.07861639493939801,0.9803973984507751,0.6099079300551289,6.966081222100797e-17,0.12321318534360892,0.12321318534360885,0.1232131853436088,0.10414421053718095,False,False,0.24642637068721762,True,0.24509934961269378,5.689893001203927e-16
0,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006800619994464796,0.6315793599899475,0.7150850613291495,0.23870758532458355,0.14850064829204535,1.9900057584050365e-17,0.03000000000000001,0.02999999999999999,0.02999999999999999,0.025357077713740715,True,False,0.05999999999999998,True,0.05967689633114589,5.689893001203927e-16
0,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006890359982207883,0.8723980830117519,0.31226196467374534,0.961135787998844,1.229391563544042e-16,3.810720012322896e-17,6.268066774443675e-17,2.45734676212078e-17,4.1774894996476595e-17,6.48900208367473e-17,True,True,5.84231070433237e-17,False,0.240283946999711,5.689893001203927e-16
0,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0013705900018976536,0.8723980830117519,0.31226196467374534,0.9611357879988441,1.364071115417594e-16,8.245982999281835e-17,1.0419964203293867e-16,2.173981204012031e-17,1.0658672395158372e-16,9.80080384337496e-17,True,True,8.806178110677032e-17,False,0.24028394699971103,5.689893001203927e-16
0,128,256,4,4,False,no_change,20,108,21,1.6320009308401495e-06,1.0000563964168598,1.184511137052865,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.689893001203927e-16
0,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0006270330013649072,1.0001267371457478,0.9436307387799371,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
0,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.00025956000172300264,0.7896321040119847,0.7190622181174448,0.12813364652549464,0.1779360450955247,1.5342131169060407e-17,0.030000000000000016,0.030000000000000002,0.030000000000000013,0.016190359730509744,True,False,0.06,True,0.03203341163137366,0.0
0,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0009033790011017118,1.0001267371457478,0.9436307387799371,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
0,64,96,4,16,True,no_change,64,0,65,1.081996742868796e-06,1.0001267371457478,0.9436307387799371,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
0,64,96,4,16,True,nominal_null_ridge,64,0,65,0.00014920499961590394,0.201388569738121,0.018586890866332844,0.9769277337123202,1.3566355285636642,1.0233398298026709e-16,0.2287286189544153,0.22872861895441518,0.22872861895441535,0.1234399540511558,False,False,0.4574572379088305,True,0.24423193342808006,0.0
1,64,96,2,2,False,no_change,6,58,7,9.72002453636378e-07,1.0001299437687352,1.0082739923953614,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.27675647831893e-15
1,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00017790700076147914,0.7405347239288633,0.3767049612721666,0.4677212799155639,0.13286025895380954,2.301064265474546e-17,0.030000000000000002,0.029999999999999978,0.029999999999999992,0.029250422901027143,True,False,0.059999999999999956,True,0.11693031997889097,1.27675647831893e-15
1,64,96,2,2,False,nominal_null_ridge,6,58,7,0.0001227350003318861,1.0253743273713396,0.07417654873287184,1.0721521503381608,0.3045540548369473,4.0823631279221185e-17,0.06876865751319115,0.06876865751319111,0.06876865751319115,0.06705041048655798,False,False,0.13753731502638228,True,0.2680380375845402,1.27675647831893e-15
1,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00012154299838584848,1.1438035834689801,0.11126787818993093,1.0763346268532799,1.0562804376506203e-16,1.9204767832858615e-17,3.7766323943221277e-17,1.8561556110362665e-17,3.299467878588208e-17,7.603434932098852e-17,True,True,5.127164446973491e-17,False,0.26908365671331996,1.27675647831893e-15
1,64,96,2,2,False,robust_projector_ridge,6,58,7,0.0001947029995790217,1.1438035834689786,0.11126787818993096,1.0763346268532787,1.1957971992274827e-16,7.59662946732225e-17,1.0318628973741782e-16,2.7219995064195327e-17,9.07916880846164e-17,1.0453228571068644e-16,True,True,9.263757346814048e-17,False,0.2690836567133197,1.27675647831893e-15
1,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00015100699965842068,1.0800994474303505,0.22449023338078122,0.9910539848473031,1.3434540299440456e-16,2.4564298487115334e-17,5.255450136147931e-17,2.7990202874363976e-17,3.9557781533026204e-17,7.078437059792874e-17,True,True,6.1221624018674e-17,False,0.24776349621182578,9.159339953157541e-16
1,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00012669100033235736,0.6832172448766215,0.09548257370921198,1.0615763787247052,0.4819401491167297,1.4746743874568486e-17,0.11937949461147178,0.11937949461147176,0.11937949461147178,0.10094900167055593,False,False,0.23875898922294353,True,0.2653940946811763,9.159339953157541e-16
1,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00023062699983711354,1.0800994474303487,0.2244902333807812,0.9910539848473023,9.912017456920384e-17,5.940161548749588e-17,7.348304231763302e-17,1.4081426830137142e-17,5.475381988808783e-17,8.667109725562926e-17,True,True,6.648767611728002e-17,False,0.24776349621182558,9.159339953157541e-16
1,64,96,2,4,False,no_change,10,54,11,1.2320015230216086e-06,1.0000877887890225,1.0881913964166536,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.159339953157541e-16
1,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.000496145999932196,0.7067191969322678,0.6561886635955627,0.2667735482160501,0.12111128900785721,4.645967608257106e-18,0.03,0.029999999999999995,0.030000000000000006,0.02536842746715446,True,False,0.06,True,0.06669338705401252,9.159339953157541e-16
1,64,96,4,2,False,no_change,12,52,13,1.1119991540908813e-06,1.0010252308070722,0.9580192208438486,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.551115123125783e-16
1,64,96,4,2,False,robust_projector_ridge,12,52,13,0.00021600399850285612,0.884258443600537,0.26095603406550105,0.8895132989024302,1.6352471853393152e-16,1.178208043058552e-16,1.4511572768775105e-16,2.7294923381895854e-17,1.2621278704683639e-16,1.4612921767529408e-16,True,True,1.2234413261997712e-16,False,0.22237832472560756,5.551115123125783e-16
1,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00015451199942617677,0.8842584436005366,0.2609560340655011,0.8895132989024298,1.94159268932046e-16,1.4533680582820001e-16,1.7567507795235752e-16,3.0338272124157496e-17,1.5641637107789784e-16,1.6901373080184455e-16,True,True,1.7127264949619974e-16,False,0.22237832472560745,5.551115123125783e-16
1,64,96,4,2,False,nominal_null_ridge,12,52,13,0.00014217400166671723,0.4274082057434677,0.052435675920583014,1.0455797460906422,0.6090682176065375,1.3729544541131024e-16,0.120185597025214,0.12018559702521386,0.12018559702521389,0.11349194362412689,False,False,0.2403711940504278,True,0.26139493652266055,5.551115123125783e-16
1,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00017160800052806735,0.6698171290076221,0.5664463887857619,0.2609912764849737,0.15203191547455386,3.135725617103364e-17,0.029999999999999995,0.029999999999999964,0.029999999999999978,0.028329170824100608,True,False,0.059999999999999935,True,0.06524781912124343,5.551115123125783e-16
1,64,96,4,4,False,no_change,20,44,21,8.110000635497272e-07,1.001095302544382,0.8821366976384762,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.163336342344337e-16
1,64,96,4,4,False,robust_projector_ridge,20,44,21,0.00030604000130551867,0.8629625264716575,0.2892718056207482,0.9144481651134191,2.230645517547428e-16,1.2662557726937992e-16,1.577296505579563e-16,3.1104073288576376e-17,1.5065152069723137e-16,1.636943595655734e-16,True,True,1.4883280426704094e-16,False,0.22861204127835477,4.163336342344337e-16
1,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00021663599909516051,0.7005722967954889,0.5968139427623919,0.1938628793184167,0.14452457575714947,2.121160573178605e-17,0.029999999999999995,0.029999999999999975,0.029999999999999992,0.02850115525010786,True,False,0.05999999999999996,True,0.048465719829604174,4.163336342344337e-16
1,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00014855300105409697,0.2796075020858739,0.048845975134571264,1.0127079887697308,0.7549727568134665,8.213874442935888e-17,0.1567150955866658,0.15671509558666571,0.15671509558666577,0.1488853756450352,False,False,0.3134301911733315,True,0.2531769971924327,4.163336342344337e-16
1,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00021156799994059838,0.862962526471658,0.2892718056207482,0.9144481651134192,1.9956492604527894e-16,1.2974027152333827e-16,1.5563213689491944e-16,2.589186537158116e-17,1.3636091368029615e-16,1.6158919498443992e-16,True,True,1.4531351031780622e-16,False,0.2286120412783548,4.163336342344337e-16
1,64,256,2,2,False,no_change,6,58,7,8.90999217517674e-07,1.0027579880898567,0.975560007626902,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
1,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00021495300097740255,0.6379375972233639,0.3619250994069368,0.7961001481196713,1.2490345839291202e-16,3.091193301687763e-17,5.369045578501445e-17,2.2778522768136818e-17,3.342720314530717e-17,7.699759261340074e-17,True,True,2.504201921324784e-17,False,0.19902503702991783,4.440892098500626e-16
1,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.00023423200036631897,0.6841388565184385,0.6235580219463657,0.22074253611928613,0.12132010186703385,1.9288136433874212e-17,0.030000000000000006,0.029999999999999985,0.030000000000000002,0.02884357851443803,True,False,0.060000000000000005,True,0.05518563402982153,4.440892098500626e-16
1,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0002708979991439264,0.637937597223364,0.3619250994069368,0.796100148119671,4.542553374271136e-17,2.4276688461809826e-17,3.9262470346681104e-17,1.4985781884871275e-17,3.8104886524948447e-17,6.435386089592858e-17,True,True,5.040327515093276e-17,False,0.19902503702991775,4.440892098500626e-16
1,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00019921999773941934,0.28718825499022677,0.17999986101208687,0.8632732074059463,0.4744549704954668,3.8542167294497313e-17,0.11732308904969439,0.11732308904969435,0.11732308904969438,0.11280059101870886,False,False,0.23464617809938876,True,0.21581830185148657,4.440892098500626e-16
1,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.00025661600011517294,0.6528588281980985,0.6589694880951984,0.21553428792089568,0.12420167987462832,5.040082630400977e-18,0.03,0.029999999999999995,0.030000000000000002,0.026809240325417674,True,False,0.060000000000000005,True,0.05388357198022392,4.163336342344337e-16
1,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00020436700287973508,0.6421942877769407,0.36190804298004076,0.8881003743948979,1.1474774204195006e-16,3.080050260771111e-17,5.4168090921795344e-17,2.3367588314084235e-17,3.817504178270557e-17,6.651065599427257e-17,True,True,4.0320661043207817e-17,False,0.22202509359872447,4.163336342344337e-16
1,64,256,2,4,False,no_change,10,54,11,1.1420015653129667e-06,1.0125180786755479,1.0408256690990718,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.163336342344337e-16
1,64,256,2,4,False,nominal_null_ridge,10,54,11,0.0001945630028785672,0.11580556362523979,0.06639273256614676,0.9694867249705933,0.5586669342452485,5.222209201006512e-18,0.13494187875941244,0.13494187875941244,0.1349418787594124,0.12058964192081541,False,False,0.2698837575188249,True,0.24237168124264832,4.163336342344337e-16
1,64,256,2,4,False,robust_projector_ridge,10,54,11,0.000488855002913624,0.6421942877769407,0.3619080429800408,0.8881003743948976,1.621747322815413e-16,7.402743156415356e-17,1.0350886985314404e-16,2.9481438288990476e-17,9.543442895606953e-17,1.1595429454855646e-16,True,True,1.1941983697935612e-16,False,0.2220250935987244,4.163336342344337e-16
1,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00032325600113836117,0.6331597377054174,0.4336351825739535,0.8294253315274794,1.24827789198992e-16,6.120895028458498e-17,8.712003040496396e-17,2.5911080120378983e-17,6.736447455048117e-17,9.361079663672307e-17,True,True,9.43951018767874e-17,False,0.20735633288186986,4.996003610813204e-16
1,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00023671599774388596,0.6331597377054173,0.4336351825739534,0.8294253315274798,9.780825704221486e-17,3.542405580096396e-17,5.66532556045597e-17,2.1229199803595733e-17,3.8005887153050735e-17,6.254634441385502e-17,True,True,7.481466367548145e-17,False,0.20735633288186994,4.996003610813204e-16
1,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00021552400357904844,0.34848757892083276,0.2141284007195848,0.9110850688254571,0.4755134585228273,6.059128614320848e-17,0.0954523500999062,0.09545235009990614,0.09545235009990616,0.08304713923914436,False,False,0.19090470019981245,True,0.2277712672063643,4.996003610813204e-16
1,64,256,4,2,False,no_change,12,52,13,9.510004019830376e-07,1.0019993345210314,1.1139564109390774,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.996003610813204e-16
1,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.0004963470018992666,0.6278099625444312,0.6408001252686841,0.28634760732612463,0.14945052416995272,9.341771812940338e-18,0.02999999999999999,0.029999999999999978,0.03,0.026101129773826066,True,False,0.05999999999999998,True,0.07158690183153116,4.996003610813204e-16
1,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.000269314998149639,0.5733550255492034,0.4388508785957143,0.7715559681559779,1.990330616322602e-16,4.483513554628978e-17,8.183587504079189e-17,3.7000739494502116e-17,7.731691917973513e-17,7.740930178442183e-17,True,True,9.811989227956561e-17,False,0.19288899203899448,2.7755575615628914e-16
1,64,256,4,4,False,robust_projector_ridge,20,44,21,0.0003815730015048757,0.5733550255492031,0.4388508785957143,0.7715559681559782,1.7460543303585502e-16,8.716877585302702e-17,1.1256259411775877e-16,2.5393818264731756e-17,8.012188033965884e-17,1.0464050763619958e-16,True,True,9.180113365020722e-17,False,0.19288899203899454,2.7755575615628914e-16
1,64,256,4,4,False,no_change,20,44,21,1.082000380847603e-06,1.0000496889347643,0.936728640404817,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.7755575615628914e-16
1,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00021704599930671975,0.06121834757869976,0.032928371238351,0.9820902272363065,0.76345895561268,9.893855722447347e-17,0.1410923546194231,0.141092354619423,0.14109235461942304,0.1267767703429896,False,False,0.2821847092388461,True,0.24552255680907661,2.7755575615628914e-16
1,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002692849993763957,0.6355339848334174,0.5964749034330017,0.20881859188303098,0.1623317488049591,1.7436852622291944e-17,0.029999999999999992,0.029999999999999975,0.029999999999999968,0.02695612473509686,True,False,0.05999999999999992,True,0.052204647970757745,2.7755575615628914e-16
1,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0004041069987579249,1.9117499662359103,0.003236331999340097,1.4435825309053567,1.2506554006408858e-16,1.2520089531624458e-16,1.4380084234513096e-16,1.8599947028886394e-17,1.2894259225729268e-16,1.771287737785234e-16,True,True,1.3384659153196215e-16,False,0.3608956327263392,1.787459069646502e-14
1,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.0003942030016332865,0.6855453592322748,0.7804513678371107,0.21484644096650965,0.12124498922262962,1.1666262240927104e-17,0.029999999999999978,0.029999999999999968,0.029999999999999968,0.02902366833750065,True,False,0.05999999999999993,True,0.05371161024162741,1.787459069646502e-14
1,128,96,2,2,False,nominal_null_ridge,6,122,7,0.0003297260009276215,0.2976870492412263,0.00033433019628309636,0.9891897388826827,0.558232655334803,7.173748844311419e-17,0.13812512803554583,0.13812512803554575,0.13812512803554572,0.13362993017261654,False,False,0.2762502560710914,True,0.24729743472067067,1.787459069646502e-14
1,128,96,2,2,False,no_change,6,122,7,1.1519987310748547e-06,1.0007328991947753,1.2679733477741817,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.787459069646502e-14
1,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0008806240002741106,1.9117499662359072,0.0032363319993401556,1.443582530905355,1.6001888345834182e-16,1.1722226223449286e-16,1.4400676172847235e-16,2.6784499493979488e-17,1.6832405460196004e-16,1.6939998869943826e-16,True,True,1.4526172914154867e-16,False,0.36089563272633873,1.787459069646502e-14
1,128,96,2,4,False,no_change,10,118,11,1.75300010596402e-06,1.0012954866453234,1.1571152022722504,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.8318679906315083e-14
1,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0007110990009095985,1.6596301590201485,0.0014439928061517025,1.193989773454582,1.1939750724111792e-16,6.087001062749907e-18,4.5146595248818384e-17,3.905959418606848e-17,4.674018074483359e-17,7.121516584942922e-17,True,True,7.268522415412701e-17,False,0.2984974433636455,1.8318679906315083e-14
1,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.00040440799784846604,0.6414588398075796,0.5137815599472174,0.30342900817195395,0.14495787693953874,4.670885906470169e-18,0.030000000000000006,0.030000000000000002,0.029999999999999992,0.025627374200510814,True,False,0.06,True,0.07585725204298849,1.8318679906315083e-14
1,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0003655600012280047,1.6596301590201588,0.0014439928061516763,1.193989773454583,1.2560011426122487e-16,1.6302017140032173e-17,3.695879187109394e-17,2.0656774731061766e-17,3.1494906778682153e-17,6.3996956157e-17,True,True,5.892955481736847e-17,False,0.29849744336364575,1.8318679906315083e-14
1,128,96,2,4,False,nominal_null_ridge,10,118,11,0.00045784900066792034,0.46196846621788923,0.00024113932379399639,0.9027862252009276,0.4312902557464931,1.962615573354719e-17,0.08925839661539378,0.08925839661539377,0.08925839661539378,0.07624861102001015,False,False,0.17851679323078756,True,0.2256965563002319,1.8318679906315083e-14
1,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0003929899976355955,2.385428260653166,0.0025425629235498637,1.3779230041856365,2.021814895439988e-16,9.910845916151884e-17,1.3317077880985261e-16,3.4062319648333765e-17,1.115664581403705e-16,1.4804787612757e-16,True,True,1.4498438571118043e-16,False,0.34448075104640913,1.716769088000447e-14
1,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0003904570003214758,0.769618106736643,0.4961785855039306,0.31731720667582947,0.12122499853633588,1.459772639547215e-17,0.02999999999999999,0.029999999999999975,0.029999999999999978,0.029430102426974396,True,False,0.05999999999999993,True,0.07932930166895737,1.716769088000447e-14
1,128,96,4,2,False,no_change,12,116,13,1.28199826576747e-06,1.000001758717106,0.9728614141628835,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.716769088000447e-14
1,128,96,4,2,False,nominal_null_ridge,12,116,13,0.00036030100091011263,1.1267627407786376,0.000837152889681355,1.0953096242595344,0.41844219224248774,7.583837260716562e-17,0.10355344127731152,0.10355344127731145,0.1035534412773114,0.10158627944856526,False,False,0.2071068825546228,True,0.2738274060648836,1.716769088000447e-14
1,128,96,4,2,False,robust_projector_ridge,12,116,13,0.000719091000064509,2.3854282606531694,0.0025425629235497787,1.3779230041856394,2.9437922011280736e-16,1.370341934511398e-16,1.887915930976002e-16,5.17573996464604e-17,1.797260590065327e-16,2.1587377358793472e-16,True,True,2.456517898074848e-16,False,0.34448075104640985,1.716769088000447e-14
1,128,96,4,4,False,no_change,20,108,21,1.5419973351527005e-06,1.0036008364906255,0.8441860366866655,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.189493362285248e-15
1,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.0004329609982960392,0.781118637714163,0.43830386129904936,0.285618756751357,0.12611564902888014,1.477590960022768e-17,0.029999999999999978,0.029999999999999964,0.029999999999999978,0.025926112509647794,True,False,0.05999999999999994,True,0.07140468918783925,6.189493362285248e-15
1,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0008206440033973195,2.324763655659986,0.005950493198227196,1.3485825866606618,2.762616067424246e-16,2.412513311310217e-16,2.6786940449111945e-16,2.6618073360097745e-17,2.1649158288343628e-16,2.3942807522153875e-16,True,True,2.5055599194173187e-16,False,0.33714564666516544,6.189493362285248e-15
1,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0005933920001552906,2.3247636556599898,0.005950493198227151,1.3485825866606636,1.941808209685097e-16,1.04397578910653e-16,1.3278379076390782e-16,2.8386211853254835e-17,1.1497824743177822e-16,1.26177704856811e-16,True,True,1.0295732769634217e-16,False,0.3371456466651659,6.189493362285248e-15
1,128,96,4,4,False,nominal_null_ridge,20,108,21,0.0003401020003366284,0.9192546966141396,0.0007258212101984707,1.0087629732256826,0.44542171715778023,7.500955392848187e-17,0.10595553856820257,0.1059555385682025,0.1059555385682025,0.09156717379798489,False,False,0.211911077136405,True,0.25219074330642066,6.189493362285248e-15
1,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.000889798000571318,0.7090409801675623,0.6810854951962326,0.20336946130222433,0.1240775803330831,2.7191652150379148e-18,0.030000000000000002,0.03,0.030000000000000006,0.029549822738780786,True,False,0.06000000000000001,True,0.05084236532555608,5.828670879282072e-16
1,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0009303590013587382,0.3491171971876269,0.10835416502360076,0.9935602858884998,0.6061802760291964,1.8440363494407353e-17,0.1465648204297475,0.14656482042974747,0.14656482042974753,0.14436548211467587,False,False,0.29312964085949494,True,0.24839007147212494,5.828670879282072e-16
1,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0009680349976406433,0.917288679768315,0.308295214501781,0.9557001500040987,7.265813247922638e-17,1.6849541496715267e-17,2.966784768454173e-17,1.2818306187826462e-17,3.166037425199976e-17,4.944912869613063e-17,True,True,2.408491129823364e-17,False,0.23892503750102467,5.828670879282072e-16
1,128,256,2,2,False,no_change,6,122,7,1.272001100005582e-06,1.0002007208486912,1.0087457265635427,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.828670879282072e-16
1,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0005559460005315486,0.9172886797683159,0.30829521450178093,0.9557001500040989,8.148251957891273e-17,5.783877067874814e-17,7.422600074815524e-17,1.6387230069407094e-17,8.563001028587621e-17,8.181762001218445e-17,True,True,6.500730121286498e-17,False,0.23892503750102473,5.828670879282072e-16
1,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0006131820009613875,0.044830708515409684,0.013767246628720411,0.9936018617641663,0.6941986035267705,1.8440363494407353e-17,0.15870179516648167,0.15870179516648164,0.15870179516648164,0.1529904305973832,False,False,0.3174035903329632,True,0.24840046544104158,8.326672684688674e-16
1,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0010036690000561066,0.8465168588761747,0.28473581826554906,0.9780140216201817,1.5827731374362238e-16,3.588037643365199e-17,7.404193249485818e-17,3.816155606120619e-17,4.505326431265434e-17,6.090090127177496e-17,True,True,8.410364228363663e-17,False,0.24450350540504542,8.326672684688674e-16
1,128,256,2,4,False,no_change,10,118,11,1.453001459594816e-06,1.0005196371772458,1.050584757485768,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.326672684688674e-16
1,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0005844389997946564,0.8465168588761759,0.28473581826554895,0.9780140216201824,9.560553679545619e-17,3.8682777677187804e-17,5.2254414719972127e-17,1.3571637042784321e-17,4.882715046532749e-17,7.461327794363651e-17,True,True,4.5103331623429447e-17,False,0.2445035054050456,8.326672684688674e-16
1,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006717600008414593,0.6765108967293744,0.6986739842125829,0.18782431428488683,0.13122698507572791,6.028788047976569e-18,0.030000000000000006,0.03,0.03,0.02892035917493426,True,False,0.059999999999999984,True,0.04695607857122171,8.326672684688674e-16
1,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0007150050005293451,0.6644689007447395,0.5561565024068108,0.26026095145580885,0.13595797948151073,1.3413962488702064e-17,0.030000000000000002,0.02999999999999999,0.029999999999999992,0.027511645603273474,True,False,0.05999999999999999,True,0.06506523786395221,4.371503159461554e-16
1,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0009685559998615645,0.4225759324587324,0.1143111784542674,0.9670522257586539,0.5051793822000561,4.398775370681056e-17,0.11147107013356804,0.111471070133568,0.111471070133568,0.1022250858844122,False,False,0.22294214026713602,True,0.24176305643966348,4.371503159461554e-16
1,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0006640689971391112,0.7357296686930686,0.22144480055549165,0.8956929156453901,1.1847804050867446e-16,4.312615220184689e-17,6.945666246211783e-17,2.6330510260270945e-17,4.332089843222089e-17,8.251455240779544e-17,True,True,6.857233758874844e-17,False,0.22392322891134753,4.371503159461554e-16
1,128,256,4,2,False,no_change,12,116,13,1.2320015230216086e-06,1.0004433704036881,0.9345805429611853,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.371503159461554e-16
1,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0011146559991175309,0.7357296686930687,0.22144480055549168,0.8956929156453902,1.2245247599711887e-16,1.9375469403719818e-17,4.1800956569392897e-17,2.242548716567308e-17,5.703521760010709e-17,8.637982346434546e-17,True,True,7.843271687421813e-17,False,0.22392322891134755,4.371503159461554e-16
1,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0011998539994237944,0.7545879275239973,0.2623261667617429,0.8516823376778657,2.2543373826692304e-16,6.219390412906895e-17,9.998977710751889e-17,3.779587297844994e-17,5.4568122607420364e-17,8.740209587287515e-17,True,True,1.1240954583354178e-16,False,0.21292058441946643,4.163336342344337e-16
1,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006484449986601248,0.6813009488083652,0.5752310109033403,0.25258439099077473,0.13322212148838997,9.462420657640076e-18,0.029999999999999975,0.029999999999999964,0.029999999999999975,0.0235853652206717,True,False,0.05999999999999994,True,0.06314609774769368,4.163336342344337e-16
1,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0009450109973840881,0.7545879275239973,0.2623261667617429,0.851682337677866,1.6040459666792854e-16,5.628273643993233e-17,8.821936272418465e-17,3.193662628425233e-17,7.326672165768752e-17,9.616524996542164e-17,True,True,1.0615712428732553e-16,False,0.2129205844194665,4.163336342344337e-16
1,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0005715090010198765,0.4724313103081235,0.1275418593502688,0.9736305102692597,0.5135278613817109,4.322038388051075e-17,0.11564022303003119,0.11564022303003114,0.11564022303003117,0.09091389647877385,False,False,0.23128044606006234,True,0.24340762756731493,4.163336342344337e-16
1,128,256,4,4,False,no_change,20,108,21,1.4620018191635609e-06,1.0011357049283802,0.9371798185778629,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.163336342344337e-16
1,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0010065829992527142,1.0009314706955312,0.9555585258737153,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
1,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.00025500300034764223,0.7569250627749615,0.699452285445522,0.16167059304264114,0.1971645038362592,9.023174467659854e-18,0.029999999999999992,0.02999999999999998,0.029999999999999992,0.020045650072847452,True,False,0.059999999999999984,True,0.040417648260660285,0.0
1,64,96,4,16,True,nominal_null_ridge,64,0,65,0.00025957000252674334,0.31888627005212955,0.07373496735085504,1.0136383171171686,1.2361771680463576,6.801189080050439e-17,0.18809326384727582,0.18809326384727576,0.18809326384727587,0.1256817249380753,False,False,0.3761865276945516,True,0.25340957927929214,0.0
1,64,96,4,16,True,no_change,64,0,65,1.1410011211410165e-06,1.0009314706955312,0.9555585258737153,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
1,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0007483449990104418,1.0009314706955312,0.9555585258737153,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
2,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00015178900139289908,1.1527351217863295,0.13765657762049244,1.209673529377956,1.2898282898871065e-16,7.473417450352271e-17,9.92962910774515e-17,2.456211657392879e-17,9.93498412932028e-17,1.423741994347138e-16,True,True,8.469999434971913e-17,False,0.302418382344489,1.27675647831893e-15
2,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00012385599984554574,0.09957795614014023,0.01006067945301243,1.0105796896473564,0.6759413306467077,2.823925224926892e-17,0.15651083312912478,0.15651083312912475,0.15651083312912475,0.1519873342212969,False,False,0.3130216662582495,True,0.2526449224118391,1.27675647831893e-15
2,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00018357600129093044,1.152735121786328,0.13765657762049244,1.2096735293779555,1.4296686296695678e-16,5.594315114139762e-17,7.443429485159414e-17,1.8491143710196522e-17,8.355534721610419e-17,1.3347228920484555e-16,True,True,1.6243534171511178e-16,False,0.30241838234448887,1.27675647831893e-15
2,64,96,2,2,False,no_change,6,58,7,1.1109987099189311e-06,1.002623699129603,1.4052425158999664,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.27675647831893e-15
2,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.0001583279990882147,0.6726665706090331,0.9248109335449417,0.19370793754837531,0.12956444939930292,1.0410599365349476e-17,0.030000000000000006,0.029999999999999995,0.029999999999999992,0.029132935628022136,True,False,0.05999999999999999,True,0.04842698438709383,1.27675647831893e-15
2,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.000148513001477113,1.0698866711634634,0.17912395319866203,1.0578369658960824,1.5755326662649007e-16,4.8950257248722924e-17,7.67544165307506e-17,2.780415928202767e-17,4.718958039861916e-17,8.709970391202742e-17,True,True,7.757919228897728e-17,False,0.2644592414740206,7.042977312465837e-16
2,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00017568499970366247,0.6300423744668168,0.6258061318606255,0.21947687188601536,0.14481115841332576,1.2968798391356575e-17,0.029999999999999995,0.02999999999999998,0.02999999999999999,0.02779024526113093,True,False,0.05999999999999997,True,0.05486921797150384,7.042977312465837e-16
2,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00013416100046015345,0.0842852489828311,0.01579275600568547,0.9179369330319868,0.6056561198474386,7.656893354757643e-17,0.12547157135199846,0.12547157135199838,0.12547157135199846,0.1162295247057176,False,False,0.25094314270399687,True,0.2294842332579967,7.042977312465837e-16
2,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00021062700034235604,1.0698866711634623,0.179123953198662,1.0578369658960822,2.464570580453859e-16,2.367436813247751e-17,6.840209194699673e-17,4.472772381451922e-17,1.1016518467818084e-16,1.5650427377227713e-16,True,True,1.5015131505079495e-16,False,0.26445924147402056,7.042977312465837e-16
2,64,96,2,4,False,no_change,10,54,11,1.18200114229694e-06,1.0010164064701637,1.064112174335256,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.042977312465837e-16
2,64,96,4,2,False,robust_projector_ridge,12,52,13,0.00022552900190930814,1.0797010453387736,0.2185503617185676,0.9140718604604409,2.827067091997149e-16,1.373064040612388e-16,1.850602499865509e-16,4.77538459253121e-17,1.5353037797119143e-16,1.7639886048495552e-16,True,True,1.9799873906480142e-16,False,0.22851796511511022,8.465450562766819e-16
2,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00017794800078263506,0.6886141219014574,0.47486769670617246,0.2905592928318236,0.13168950211630853,3.513618059789082e-17,0.030000000000000002,0.029999999999999968,0.029999999999999978,0.028175814906019985,True,False,0.059999999999999956,True,0.0726398232079559,8.465450562766819e-16
2,64,96,4,2,False,nominal_null_ridge,12,52,13,0.00011962000280618668,0.6125287172831385,0.11899732833177872,0.9871392222074428,0.4473987784903515,1.0509045877169609e-16,0.1019212855923491,0.10192128559234899,0.1019212855923491,0.09572384259445435,False,False,0.20384257118469806,True,0.2467848055518607,8.465450562766819e-16
2,64,96,4,2,False,no_change,12,52,13,1.0020012268796563e-06,1.0008485546006778,0.8255400148072356,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.465450562766819e-16
2,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00015276900012395345,1.079701045338774,0.21855036171856757,0.914071860460441,2.5546711404338015e-16,1.4880500040577108e-16,1.929071110315131e-16,4.4102110625742035e-17,1.7275311475563145e-16,1.7817265356348815e-16,True,True,1.7626233214099128e-16,False,0.22851796511511024,8.465450562766819e-16
2,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00019539300046744756,0.8725601500153544,0.2836802796180593,0.8542473060195267,1.928198011701287e-16,4.134323192063813e-17,8.46049388730167e-17,4.3261706952378565e-17,7.02080974775423e-17,1.048037175585077e-16,True,True,1.3619512758127423e-16,False,0.21356182650488167,4.718447854656915e-16
2,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00017881899839267135,0.6392340459467629,0.5712799274127088,0.2253619313772204,0.17604945678043135,8.983189143280356e-18,0.03000000000000001,0.03,0.029999999999999995,0.0291463546987589,True,False,0.05999999999999999,True,0.0563404828443051,4.718447854656915e-16
2,64,96,4,4,False,no_change,20,44,21,1.101001544157043e-06,1.0001224651893064,0.9023194874222945,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.718447854656915e-16
2,64,96,4,4,False,robust_projector_ridge,20,44,21,0.00028643100085901096,0.8725601500153539,0.2836802796180593,0.8542473060195265,1.5192206673449797e-16,3.529640113064635e-17,6.392210949915695e-17,2.86257083685106e-17,7.154551474632565e-17,7.327538492811857e-17,True,True,8.598700731578069e-17,False,0.21356182650488162,4.718447854656915e-16
2,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00013914900046074763,0.17157197564607304,0.026275393599239156,1.053294377212897,0.8228182186983012,4.86032246606382e-17,0.14021370478714723,0.14021370478714718,0.14021370478714718,0.13622394577844213,False,False,0.28042740957429435,True,0.2633235943032243,4.718447854656915e-16
2,64,256,2,2,False,no_change,6,58,7,8.910028554964811e-07,1.0014722833228904,0.9382216674612233,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.3306690738754696e-16
2,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00020602999939001165,0.5729913199770741,0.3925434361260351,0.7833238202571844,1.0090619297074014e-16,7.287903453501167e-17,8.964490602000004e-17,1.6765871484988367e-17,6.938893903907228e-17,1.0305191936093545e-16,True,True,8.530625057709753e-17,False,0.1958309550642961,3.3306690738754696e-16
2,64,256,2,2,False,robust_projector_ridge,6,58,7,0.00038471800144179724,0.572991319977074,0.3925434361260351,0.7833238202571846,9.613612099214646e-17,5.553824967135427e-17,8.507332271882019e-17,2.953507304746593e-17,8.18818882225982e-17,9.08041165058493e-17,True,True,9.530328278913368e-17,False,0.19583095506429615,3.3306690738754696e-16
2,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00020983499780413695,0.33675013097341433,0.2389722624236375,0.8983509273630117,0.5186721827980335,6.675868679006192e-17,0.12488262386625487,0.1248826238662548,0.12488262386625489,0.11506234514979946,False,False,0.24976524773250972,True,0.22458773184075292,3.3306690738754696e-16
2,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.00030691099891555496,0.6985750404510465,0.6455649548904251,0.21580686717275788,0.12459832282676428,1.4416220074117224e-17,0.030000000000000002,0.02999999999999999,0.030000000000000002,0.027640917908570078,True,False,0.05999999999999998,True,0.05395171679318947,3.3306690738754696e-16
2,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00028852399918832816,0.5812005189601324,0.42152803251147153,0.8114014523619205,1.1493004145265267e-16,4.718958039861916e-17,5.981671449217458e-17,1.2627134093555424e-17,6.285829819150323e-17,8.580417366346553e-17,True,True,7.49151535309508e-17,False,0.20285036309048013,4.718447854656915e-16
2,64,256,2,4,False,no_change,10,54,11,1.1520023690536618e-06,1.0003634482877992,0.991070421995567,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.718447854656915e-16
2,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00024369699895032682,0.2113768585585784,0.12393608274990721,0.9495195681967764,0.6301803178470535,3.878959614448864e-17,0.14704479883794308,0.14704479883794305,0.147044798837943,0.14504408036145444,False,False,0.29408959767588605,True,0.2373798920491941,4.718447854656915e-16
2,64,256,2,4,False,robust_projector_ridge,10,54,11,0.0003128909993392881,0.5812005189601324,0.4215280325114716,0.8114014523619207,9.685587872739984e-17,5.928593550334434e-17,7.580074006471278e-17,1.6514804561368448e-17,7.505561329662603e-17,9.020562075079397e-17,True,True,7.89489787508369e-17,False,0.20285036309048018,4.718447854656915e-16
2,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.0002587889975984581,0.6944418984942425,0.676267689836019,0.19372046662661652,0.12856904620099557,9.745765416140531e-18,0.029999999999999995,0.029999999999999985,0.02999999999999999,0.029591814503001863,True,False,0.05999999999999997,True,0.04843011665665413,4.718447854656915e-16
2,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.0002583780005807057,0.6299823356298926,0.5991053206751575,0.29316660951464696,0.13559483671684716,2.2882574235218375e-17,0.029999999999999995,0.02999999999999997,0.029999999999999975,0.029496502527330593,True,False,0.05999999999999995,True,0.07329165237866174,4.440892098500626e-16
2,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00021637499958160333,0.6216012745633711,0.3974453251243081,0.7685636461959894,1.0278968519935735e-16,6.093331959390728e-17,7.997740326770126e-17,1.9044083673793986e-17,6.235962950191622e-17,7.894659642826811e-17,True,True,6.71795599657981e-17,False,0.19214091154899735,4.440892098500626e-16
2,64,256,4,2,False,robust_projector_ridge,12,52,13,0.0003311380023660604,0.6216012745633711,0.3974453251243081,0.7685636461959894,1.296510427748504e-16,5.560942594145993e-17,7.991549398098648e-17,2.430606803952655e-17,6.605630197227462e-17,7.39616625743407e-17,True,True,6.78097171666755e-17,False,0.19214091154899735,4.440892098500626e-16
2,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00018409699987387285,0.3911571009820262,0.29526653027601724,0.8357642772350471,0.38655603000995287,4.9583968625270716e-17,0.08552450212035058,0.08552450212035052,0.08552450212035051,0.0840891230980537,False,False,0.17104900424070105,True,0.20894106930876177,4.440892098500626e-16
2,64,256,4,2,False,no_change,12,52,13,1.0809999366756529e-06,1.0000909202333532,1.0085852197847216,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
2,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00028801299777114764,0.5998339495384395,0.41440293186305477,0.7894334655864406,1.5924490456617194e-16,8.032350411739543e-17,1.0522661640972895e-16,2.4903112292333524e-17,8.412961752928092e-17,1.018032932337349e-16,True,True,1.175523175057745e-16,False,0.19735836639661014,2.3592239273284576e-16
2,64,256,4,4,False,robust_projector_ridge,20,44,21,0.00038194400258362293,0.5998339495384393,0.4144029318630548,0.7894334655864405,1.9929523461648082e-16,1.0338719065410936e-16,1.3705743951517119e-16,3.3670248861061834e-17,1.2038530986592155e-16,1.3690034978522988e-16,True,True,1.4719616800160392e-16,False,0.1973583663966101,2.3592239273284576e-16
2,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00020464800036279485,0.083412381950388,0.048401484547465685,0.9648256700441322,0.7425579776830175,1.5605948222429845e-16,0.15124183744775446,0.1512418374477543,0.15124183744775432,0.14273171927646916,False,False,0.3024836748955086,True,0.24120641751103306,2.3592239273284576e-16
2,64,256,4,4,False,no_change,20,44,21,1.1310003174003214e-06,1.0007555769720813,1.0131258511761123,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.3592239273284576e-16
2,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0003753040000447072,0.6765210865489969,0.6713229433682009,0.19138070913296565,0.14729217593766591,3.0541142407140055e-17,0.03,0.029999999999999968,0.029999999999999964,0.0283119515773752,True,False,0.059999999999999915,True,0.04784517728324141,2.3592239273284576e-16
2,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.00035823899816023186,2.3064633961656704,0.0018843182606745256,1.240569582276741,7.902171854477016e-17,6.482767466954096e-17,7.516110522025945e-17,1.0333430550718484e-17,4.977326445236426e-17,9.08041165058493e-17,True,True,8.182674270850423e-17,False,0.31014239556918527,1.1782241848834474e-14
2,128,96,2,2,False,no_change,6,122,7,1.1219999578315765e-06,1.0000994757111228,0.9344029978770196,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1782241848834474e-14
2,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0008084560031420551,2.3064633961656704,0.0018843182606745272,1.2405695822767404,8.434108607316074e-17,6.988353761742657e-17,8.793439425045547e-17,1.80508566330289e-17,5.955340053895277e-17,9.24982049396883e-17,True,True,7.748822584109308e-17,False,0.3101423955691851,1.1782241848834474e-14
2,128,96,2,2,False,nominal_null_ridge,6,122,7,0.0003328599996166304,2.1286610148610583,0.0014639089800930274,1.2045871833743786,0.20405787398047187,8.143765779763876e-17,0.04404899363027746,0.044048993630277374,0.04404899363027745,0.043190773683981706,False,False,0.08809798726055487,True,0.30114679584359466,1.1782241848834474e-14
2,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.00036139300209470093,1.4129924861253058,0.10266889548837278,0.8203959392250872,0.1389756204374742,5.494800896037944e-17,0.030000000000000002,0.029999999999999947,0.02999999999999999,0.02941550087148473,True,False,0.05999999999999996,True,0.2050989848062718,1.1782241848834474e-14
2,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0004527710007096175,0.6269352879031953,0.4398798458685249,0.31642363626739184,0.15261868215864965,7.05981306231723e-18,0.029999999999999985,0.029999999999999978,0.02999999999999999,0.027093504083998455,True,False,0.059999999999999984,True,0.07910590906684796,9.575673587391975e-15
2,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0007608939995407127,2.100835727434372,0.0023741150273869855,1.316320055183415,1.445013396318967e-16,5.748357713239046e-17,9.420206008627341e-17,3.671848295388295e-17,8.798058467861379e-17,8.32692679069556e-17,True,True,1.3390278709726117e-16,False,0.3290800137958538,9.575673587391975e-15
2,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.00048063299982459284,2.1008357274343785,0.0023741150273868944,1.3163200551834184,1.7871009630940385e-16,7.32920668600201e-17,1.2432214796401708e-16,5.1030081103996993e-17,6.906835885035231e-17,1.0954885196095376e-16,True,True,1.2413352595879595e-16,False,0.3290800137958546,9.575673587391975e-15
2,128,96,2,4,False,nominal_null_ridge,10,118,11,0.0003972269987571053,0.5248549316835053,0.000474352397027142,0.9111621748533809,0.43947529331032664,3.753031242781357e-17,0.08638692598331141,0.08638692598331137,0.08638692598331138,0.07801748439776404,False,False,0.1727738519666228,True,0.22779054371334523,9.575673587391975e-15
2,128,96,2,4,False,no_change,10,118,11,1.3919998309575021e-06,1.0009482003001064,1.0229869170647927,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.575673587391975e-15
2,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0008817749985610135,2.435582313770923,0.0046120640784722226,1.5072215702404965,3.289725959153082e-16,2.1009499497352372e-16,2.6782583690585606e-16,5.773084193233234e-17,2.385418245508081e-16,2.6418534332031093e-16,True,True,2.642707600328537e-16,False,0.37680539256012413,1.3246348462558899e-14
2,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.00040520000038668513,0.6378365557915177,0.5861170201376164,0.2634502446434809,0.15587618157629596,1.9549340739251082e-17,0.03000000000000001,0.02999999999999999,0.029999999999999978,0.02905834552140937,True,False,0.059999999999999956,True,0.06586256116087022,1.3246348462558899e-14
2,128,96,4,2,False,nominal_null_ridge,12,116,13,0.0004221150011289865,0.3791717464374101,0.00038948066765080226,0.9630793125868291,0.569827240070751,6.371419944489391e-17,0.10966920686182716,0.10966920686182709,0.1096692068618271,0.10622685686832974,False,False,0.21933841372365423,True,0.24076982814670728,1.3246348462558899e-14
2,128,96,4,2,False,no_change,12,116,13,1.663000148255378e-06,1.000018583805435,1.1033047220288867,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.3246348462558899e-14
2,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.00047702699885121547,2.4355823137709405,0.004612064078472002,1.5072215702405036,2.120943325418278e-16,1.0287656145845604e-16,1.444946643590618e-16,4.161810290060577e-17,1.2687222455417082e-16,1.4392978831470297e-16,True,True,1.43689146621931e-16,False,0.3768053925601259,1.3246348462558899e-14
2,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0008246500001405366,2.508936737646967,0.006495769751946105,1.5502162364995447,3.5861566411770487e-16,1.5395670849294163e-16,2.2482967014304263e-16,7.0872961650101e-17,1.8407339135624685e-16,2.0419369907592823e-16,True,True,2.4610806609557853e-16,False,0.38755405912488616,9.853229343548264e-15
2,128,96,4,4,False,no_change,20,108,21,1.7029997252393514e-06,1.0000078604317537,0.8516802271205388,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.853229343548264e-15
2,128,96,4,4,False,nominal_null_ridge,20,108,21,0.00038387699896702543,0.9051243296729033,0.0008241470042923471,1.0182319015601964,0.48918289253271796,5.594987467379873e-17,0.09414533390867298,0.09414533390867293,0.0941453339086729,0.08092734687895436,False,False,0.18829066781734585,True,0.2545579753900491,9.853229343548264e-15
2,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.00040991700006998144,0.74927675634654,0.4003185314151225,0.3244659695661433,0.15588119099155465,1.5541575827661866e-17,0.029999999999999985,0.02999999999999997,0.029999999999999978,0.02578800568835172,True,False,0.059999999999999956,True,0.08111649239153583,9.853229343548264e-15
2,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0005738630025007296,2.5089367376469496,0.006495769751946166,1.5502162364995424,2.7268268764534677e-16,1.0719552442734797e-16,1.584930906072832e-16,5.129756617993521e-17,1.3239986433469815e-16,1.334837378518225e-16,True,True,1.8392415368656612e-16,False,0.3875540591248856,9.853229343548264e-15
2,128,256,2,2,False,no_change,6,122,7,1.5730001905467361e-06,1.0001897153804555,0.8848976773305712,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.326672684688674e-16
2,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0009738940025272314,0.8547024741718307,0.24649227554633668,0.9241138497055107,7.724710681996725e-17,6.2546344413855015e-18,2.3461134877125333e-17,1.720650043573983e-17,4.619871841188899e-17,4.4314036632986626e-17,True,True,5.108606011351443e-17,False,0.23102846242637767,8.326672684688674e-16
2,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0008019160013645887,0.8547024741718308,0.24649227554633665,0.9241138497055104,5.073896362627571e-17,2.1457344368072987e-17,2.959282583620345e-17,8.135481468130463e-18,3.3368072301211387e-17,5.164263338701471e-17,True,True,3.314184547378654e-17,False,0.2310284624263776,8.326672684688674e-16
2,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0006704080005874857,0.6694549272120939,0.5843300933671784,0.1886543468774711,0.12779409618524185,3.3871558665088805e-18,0.029999999999999995,0.029999999999999992,0.03,0.02822653179026639,True,False,0.05999999999999999,True,0.047163586719367774,8.326672684688674e-16
2,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0007312199995794799,0.050705313658498084,0.011702714821914376,0.9809823405203272,0.6645155738812671,5.20706083105686e-17,0.15599677771922177,0.1559967777192217,0.1559967777192217,0.14677493351569115,False,False,0.3119935554384435,True,0.2452455851300818,8.326672684688674e-16
2,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0006086749999667518,0.9441790684401195,0.22918502736119856,0.9410443888479633,8.816695628661635e-17,2.2419927282556436e-17,3.968850313917983e-17,1.7268575856623397e-17,5.199029221882013e-17,7.152448122690996e-17,True,True,7.804599046133587e-17,False,0.23526109721199082,5.273559366969494e-16
2,128,256,2,4,False,robust_projector_ridge,10,118,11,0.001131280998379225,0.9441790684401195,0.22918502736119856,0.9410443888479636,1.1515886267621741e-16,2.7216929934466908e-17,4.8877090453709983e-17,2.1660160519243075e-17,4.7614253955232823e-17,6.523690510182925e-17,True,True,6.175842460932808e-17,False,0.2352610972119909,5.273559366969494e-16
2,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006062709981051739,0.6720422162663916,0.5759746240306503,0.20445695331799818,0.12912377733148522,8.932667940420536e-18,0.029999999999999995,0.029999999999999985,0.030000000000000006,0.027018674428457998,True,False,0.06,True,0.051114238329499545,5.273559366969494e-16
2,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0005521710008906666,0.15228138970028718,0.04912437277535296,0.9906778246620074,0.6256576788559457,3.919477078900489e-17,0.1453623085815784,0.14536230858157836,0.14536230858157834,0.1309165629911571,False,False,0.29072461716315684,True,0.24766945616550184,5.273559366969494e-16
2,128,256,2,4,False,no_change,10,118,11,1.101001544157043e-06,1.00256466446846,0.8805140923182966,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.273559366969494e-16
2,128,256,4,2,False,no_change,12,116,13,1.4920005924068391e-06,1.0003175808829348,0.9521337066119163,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.216449660063518e-16
2,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0006509289996756706,0.4281615050599005,0.10909505654227536,1.0106251689140082,0.5496929834224974,7.770031522344854e-17,0.1338833315568025,0.1338833315568024,0.1338833315568024,0.13241845737673175,False,False,0.2677666631136048,True,0.25265629222850206,7.216449660063518e-16
2,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.000584719000471523,0.7177043321243859,0.32323551820794916,0.9179696095871389,1.052987509624127e-16,4.968438524050392e-17,7.105268521734862e-17,2.1368299976844702e-17,5.731482786359855e-17,9.377063955749089e-17,True,True,9.807518103149516e-17,False,0.22949240239678473,7.216449660063518e-16
2,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0010035889972641598,0.7177043321243853,0.32323551820794916,0.9179696095871386,1.417002051685661e-16,4.335290541177995e-17,7.067170596387555e-17,2.7318800552095607e-17,7.051282851605145e-17,7.39549870901614e-17,True,True,9.626152350866878e-17,False,0.22949240239678464,7.216449660063518e-16
2,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0005817749988636933,0.6930041614699929,0.6202052722379978,0.2264565328250511,0.12317283496697569,2.011041599272397e-17,0.030000000000000006,0.029999999999999985,0.02999999999999998,0.02967175730622241,True,False,0.05999999999999995,True,0.056614133206262775,7.216449660063518e-16
2,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006714390001434367,0.6340114582387826,0.6689355857273317,0.23531775344159486,0.14651468990044564,1.5726538443440415e-17,0.029999999999999992,0.029999999999999975,0.029999999999999978,0.027144693909931482,True,False,0.059999999999999956,True,0.058829438360398716,4.85722573273506e-16
2,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006382700012181886,0.7930288472303225,0.29430014399809273,0.9174315030995626,1.12870236957035e-16,4.668985455809885e-17,6.502545521537059e-17,1.8335600657271735e-17,5.226709166685091e-17,7.13099311250029e-17,True,True,7.189200638088678e-17,False,0.22935787577489064,4.85722573273506e-16
2,128,256,4,4,False,no_change,20,108,21,1.3120006769895554e-06,1.0029059984974829,1.083439942147165,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.85722573273506e-16
2,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0012349969983915798,0.7930288472303227,0.2943001439980927,0.9174315030995629,1.3627874667802892e-16,5.773193320139535e-17,8.045873153070164e-17,2.2726798329306296e-17,7.434852661636454e-17,1.034931351259793e-16,True,True,9.789536634825354e-17,False,0.22935787577489072,4.85722573273506e-16
2,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0005657199981214944,0.21777999189611777,0.06750948679108058,1.0102761670451068,0.6290230854390798,7.159281757116029e-17,0.12879727333822105,0.12879727333822097,0.12879727333822097,0.11653875203999296,False,False,0.257594546676442,True,0.2525690417612767,4.85722573273506e-16
2,64,96,4,16,True,nominal_null_ridge,64,0,65,0.00014968500181566924,0.5539569363311324,0.053314997954330944,1.0815952656461127,1.434825759317239,1.125281215740949e-16,0.22910501257951457,0.22910501257951446,0.2291050125795145,0.13955425729496304,False,False,0.45821002515902887,True,0.2703988164115282,0.0
2,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0007805640016158577,1.0008580514322674,1.0188051086180547,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
2,64,96,4,16,True,no_change,64,0,65,1.1920019460376352e-06,1.0008580514322674,1.0188051086180547,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
2,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.0003530710018821992,0.8120931498570326,0.7851714370049466,0.14162875619372067,0.18788228286614983,2.4743375037296396e-17,0.030000000000000002,0.029999999999999978,0.029999999999999985,0.018273837275366703,True,False,0.05999999999999994,True,0.03540718904843017,0.0
2,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0006246290031413082,1.0008580514322674,1.0188051086180547,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
3,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00021563400150625966,0.7205650124400013,0.7430141044540198,0.17161708999908082,0.12020401508557824,4.635519035990621e-18,0.02999999999999999,0.029999999999999985,0.02999999999999998,0.02790811645995257,True,False,0.05999999999999997,True,0.042904272499770205,9.43689570931383e-16
3,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00017793799997889437,1.0989684533148472,0.2362799956927112,0.9093442280111114,1.1944985303223491e-16,4.7125767549415374e-17,7.490741278612184e-17,2.778164523670646e-17,7.796612332912425e-17,1.0010421690363417e-16,True,True,8.642335949022549e-17,False,0.22733605700277784,9.43689570931383e-16
3,64,96,2,2,False,no_change,6,58,7,1.0209987522102892e-06,1.0000012150230537,1.0691605316711201,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.43689570931383e-16
3,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.0001500349972047843,1.0989684533148456,0.2362799956927113,0.9093442280111106,9.446967164836875e-17,5.477442598047688e-17,7.694971439688691e-17,2.2175288416410027e-17,9.803873789838152e-17,8.955273674796307e-17,True,True,8.908104862417726e-17,False,0.22733605700277765,9.43689570931383e-16
3,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00011518400060595013,0.17818301517378915,0.01647721020191009,1.0043873914322807,0.7034928581537951,5.4698832357381745e-17,0.17557471545013265,0.1755747154501326,0.17557471545013253,0.16333198687351116,False,False,0.3511494309002652,True,0.2510968478580702,9.43689570931383e-16
3,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00020460700034163892,1.005673729162359,0.17027594295505769,1.0082830702000842,1.7484396284179585e-16,6.628369094757308e-17,1.0023576619719693e-16,3.395207524962386e-17,1.015665410685238e-16,1.1485913163110961e-16,True,True,1.5359896425023066e-16,False,0.25207076755002106,6.453171330633722e-16
3,64,96,2,4,False,no_change,10,54,11,1.0619987733662128e-06,1.0012643752601522,1.039289241394617,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.453171330633722e-16
3,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00026488799994695,1.0056737291623592,0.17027594295505769,1.0082830702000842,1.8058846089690152e-16,5.003707553108401e-17,8.806557194628596e-17,3.802849641520194e-17,9.393171220479282e-17,9.72064493212764e-17,True,True,1.1362438767648086e-16,False,0.25207076755002106,6.453171330633722e-16
3,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00017784699957701378,0.6321289391036614,0.6155140634071808,0.2254816863418172,0.16464322940822113,1.0551910960100405e-17,0.029999999999999992,0.02999999999999998,0.029999999999999978,0.027531711513409735,True,False,0.05999999999999997,True,0.0563704215854543,6.453171330633722e-16
3,64,96,2,4,False,nominal_null_ridge,10,54,11,0.0001274919995921664,0.13165173265228622,0.012089227184295476,0.9568617439999165,0.698685601412906,4.220764384040162e-17,0.12730901913018816,0.1273090191301881,0.1273090191301881,0.11683450625825,False,False,0.2546180382603762,True,0.23921543599997913,6.453171330633722e-16
3,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00028718199973809533,1.182508456369031,0.18550751763870044,1.0941634974102112,1.5210517996878408e-16,1.0825355570033538e-16,1.3325957271845644e-16,2.5006017018121072e-17,1.0554762442644039e-16,1.4853933797276152e-16,True,True,1.4923676703397495e-16,False,0.2735408743525528,5.551115123125783e-16
3,64,96,4,2,False,nominal_null_ridge,12,52,13,0.0002160949989047367,0.43916423016187095,0.05699908620263568,1.0256357259281819,0.5070555128537511,1.1902782092182736e-16,0.1251401119545005,0.1251401119545004,0.12514011195450045,0.12004592950021094,False,False,0.25028022390900084,True,0.25640893148204547,5.551115123125783e-16
3,64,96,4,2,False,no_change,12,52,13,1.5020013961475343e-06,1.0002625503249796,0.962510992697994,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.551115123125783e-16
3,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.0005950049999228213,0.6713259264851439,0.5842271749263294,0.2458769717980813,0.12155707029528083,2.986106151428235e-17,0.030000000000000002,0.02999999999999997,0.029999999999999978,0.02877876508785407,True,False,0.05999999999999997,True,0.061469242949520324,5.551115123125783e-16
3,64,96,4,2,False,robust_projector_ridge,12,52,13,0.0003380680027476046,1.1825084563690305,0.18550751763870046,1.094163497410211,2.3608098371756135e-16,1.5666207419633012e-16,1.9579514387673584e-16,3.913306968040572e-17,1.735476832902498e-16,2.0975344659163089e-16,True,True,1.5909152250730373e-16,False,0.27354087435255275,5.551115123125783e-16
3,64,96,4,4,False,no_change,20,44,21,1.0520016076043248e-06,1.0001198530002893,1.0961785952731156,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.38378239159465e-16
3,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00020827300249948166,1.036387578701165,0.3775154775711021,0.8690976324451436,1.9152587309021607e-16,4.034863883843959e-17,7.355460340579225e-17,3.320596456735266e-17,6.992893892674703e-17,8.093930489233712e-17,True,True,9.409575723426429e-17,False,0.2172744081112859,6.38378239159465e-16
3,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00023669599977438338,0.6912102005130395,0.73903278005552,0.20218922093509079,0.14307349180384943,1.1638585312090806e-17,0.02999999999999998,0.02999999999999997,0.029999999999999995,0.02630024155101921,True,False,0.05999999999999997,True,0.050547305233772696,6.38378239159465e-16
3,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00016970500291790813,0.3298233569188955,0.049934921240292786,1.061459022982099,0.7511114990324108,5.889643897904587e-17,0.15749489781003626,0.1574948978100362,0.15749489781003614,0.13807179518190135,False,False,0.3149897956200722,True,0.26536475574552476,6.38378239159465e-16
3,64,96,4,4,False,robust_projector_ridge,20,44,21,0.00030939499993110076,1.0363875787011636,0.3775154775711022,0.8690976324451433,2.097344480266429e-16,1.2364392928873706e-16,1.5711336292005713e-16,3.346943363132008e-17,1.299538310318152e-16,1.6519085900720006e-16,True,True,1.7293864122732442e-16,False,0.21727440811128582,6.38378239159465e-16
3,64,256,2,2,False,robust_projector_ridge,6,58,7,0.00030382700060727075,0.6648807337821773,0.3882831596076889,0.7979992713775564,6.217462598988603e-17,1.977532453922207e-17,3.811993060328879e-17,1.8344606064066722e-17,4.220987180333914e-17,5.809907536310064e-17,True,True,5.469367444204638e-17,False,0.1994998178443891,4.440892098500626e-16
3,64,256,2,2,False,nominal_null_ridge,6,58,7,0.000204337000468513,0.0798886884161429,0.043905065746347546,0.9707692084170881,0.6459054034151303,3.0885873398356455e-17,0.15779815719172197,0.15779815719172194,0.157798157191722,0.15069932093113478,False,False,0.31559631438344377,True,0.24269230210427203,4.440892098500626e-16
3,64,256,2,2,False,no_change,6,58,7,9.510004019830376e-07,1.000299920306086,0.9729024961333211,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
3,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.00023922999753267504,0.6849186983194296,0.6561473246550031,0.18455903903319112,0.12279713811176514,5.006150173489722e-18,0.029999999999999995,0.029999999999999992,0.029999999999999995,0.028650395596452584,True,False,0.060000000000000005,True,0.04613975975829778,4.440892098500626e-16
3,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00019608499860623851,0.6648807337821773,0.3882831596076889,0.7979992713775566,7.901212174155556e-17,4.4934784871677474e-17,5.676849244419448e-17,1.1833707572517004e-17,3.7513395167998453e-17,6.20156060781988e-17,True,True,3.976229246228111e-17,False,0.19949981784438914,4.440892098500626e-16
3,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00020888400104013272,0.14784923703035377,0.08791332583738007,0.9863847906167849,0.6523972656555928,1.489900510803593e-17,0.14549698833714864,0.1454969883371486,0.14549698833714864,0.12191986921825156,False,False,0.29099397667429727,True,0.24659619765419621,2.498001805406602e-16
3,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0002167249986086972,0.6054623508700266,0.39664825265951426,0.7833833161214999,8.142697072786979e-17,3.9569666100376524e-17,5.590981432938698e-17,1.6340148229010456e-17,5.1225770362461205e-17,6.982800704023314e-17,True,True,6.121663164877216e-17,False,0.19584582903037498,2.498001805406602e-16
3,64,256,2,4,False,robust_projector_ridge,10,54,11,0.00030505900213029236,0.6054623508700266,0.3966482526595143,0.7833833161215001,1.1122759451925808e-16,9.69739903612216e-18,2.8809654317004666e-17,1.9112255280882506e-17,2.903071528167274e-17,4.455965409206461e-17,True,True,6.38807650922137e-17,False,0.19584582903037503,2.498001805406602e-16
3,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.00030220400003599934,0.6683677191076527,0.6497040719530489,0.20338251710017122,0.13451768447821977,4.575538699229298e-18,0.030000000000000002,0.03,0.03000000000000001,0.025138637702053927,True,False,0.06000000000000002,True,0.050845629275042804,2.498001805406602e-16
3,64,256,2,4,False,no_change,10,54,11,1.2509990483522415e-06,1.0004557267107996,0.9743997779787426,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.498001805406602e-16
3,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00024168299933080561,0.14930442780455466,0.09398494150116163,0.9356097685501841,0.5779553733766556,8.631910849934765e-17,0.13686386402830752,0.13686386402830744,0.1368638640283075,0.12913270882450392,False,False,0.27372772805661505,True,0.23390244213754602,2.220446049250313e-16
3,64,256,4,2,False,no_change,12,52,13,1.1320007615722716e-06,1.0022019134158158,1.1333835825887588,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.220446049250313e-16
3,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00031334200320998207,0.6771861555837869,0.4154783021136115,0.8069818912346547,1.2515582064858727e-16,2.2551405187698492e-17,4.95182356210968e-17,2.6966830433398306e-17,6.487009107918449e-17,7.018666316244117e-17,True,True,7.681907133143446e-17,False,0.20174547280866367,2.220446049250313e-16
3,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.00024083199969027191,0.664354960191956,0.7306558990618959,0.20508183994206217,0.1266854572929018,1.7702817082744172e-17,0.03,0.02999999999999998,0.030000000000000002,0.028305362355792195,True,False,0.059999999999999984,True,0.05127045998551554,2.220446049250313e-16
3,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00030205399889382534,0.6771861555837869,0.4154783021136116,0.8069818912346546,8.375768792001968e-17,2.9895683046506926e-17,4.6719888328796206e-17,1.6824205282289283e-17,3.8435387542067185e-17,6.206335383118183e-17,True,True,5.4500762978198954e-17,False,0.20174547280866365,2.220446049250313e-16
3,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00025589500000933185,0.594096980856673,0.4683199014482788,0.7335204490124413,1.8487783526975084e-16,5.372919175386325e-17,8.507699353875834e-17,3.134780178489509e-17,6.998405348622006e-17,8.829966412777331e-17,True,True,9.653296803014296e-17,False,0.18338011225311032,2.7755575615628914e-16
3,64,256,4,4,False,no_change,20,44,21,9.90999978967011e-07,1.0026760150206626,0.9876427304139521,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.7755575615628914e-16
3,64,256,4,4,False,robust_projector_ridge,20,44,21,0.000511890000780113,0.5940969808566727,0.46831990144827884,0.7335204490124412,2.1330875253633246e-16,9.277248804387336e-17,1.3019510406677266e-16,3.7422616022899305e-17,8.865035268884995e-17,1.205363685225974e-16,True,True,1.3456691783476047e-16,False,0.1833801122531103,2.7755575615628914e-16
3,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002583779969427269,0.6177018181436935,0.5850432115190598,0.24750868647846724,0.16477679176389431,2.1605839872556373e-17,0.02999999999999999,0.029999999999999968,0.029999999999999992,0.0270895578421075,True,False,0.05999999999999994,True,0.06187717161961681,2.7755575615628914e-16
3,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00019077699835179374,0.2002419776197934,0.11141784445927544,0.9256023561898287,0.6162118545093166,8.026728796392042e-17,0.11219028746334778,0.1121902874633477,0.11219028746334776,0.10130617605203425,False,False,0.2243805749266955,True,0.23140058904745717,2.7755575615628914e-16
3,128,96,2,2,False,no_change,6,122,7,1.5020013961475343e-06,1.0008867332570432,1.025345818771404,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.27675647831893e-14
3,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.0003767969974433072,0.9454820980907402,0.25571871647540984,0.6520728464780258,0.13626695680328813,1.827773220352279e-17,0.029999999999999995,0.029999999999999978,0.030000000000000006,0.029876219908151036,True,False,0.05999999999999996,True,0.16301821161950644,1.27675647831893e-14
3,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.00034842400054913014,1.9470778821539585,0.0021782867892756984,1.3563674206641048,8.031394387165173e-17,4.252726876253798e-17,6.184151558389349e-17,1.9314246821355513e-17,3.045662657158346e-17,6.943771099646666e-17,True,True,6.612460076905301e-17,False,0.3390918551660262,1.27675647831893e-14
3,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0006298469998000655,1.9470778821539618,0.002178286789275703,1.3563674206641045,1.4718556252192212e-16,3.0124435908989334e-17,6.733814357977773e-17,3.721370767078841e-17,8.801157636458142e-17,1.038738109758649e-16,True,True,1.0134779522977834e-16,False,0.33909185516602613,1.27675647831893e-14
3,128,96,2,2,False,nominal_null_ridge,6,122,7,0.00040077299854601733,1.6674114946427168,0.0018358716750479685,1.2784958250856944,0.2671737311423341,3.9908066678832e-17,0.05881992320295667,0.05881992320295663,0.0588199232029567,0.05857723201973629,False,False,0.1176398464059133,True,0.3196239562714236,1.27675647831893e-14
3,128,96,2,4,False,nominal_null_ridge,10,118,11,0.00034851399686886,0.4478661020526434,0.0002971965327041301,0.9051598573884477,0.5083659226811448,1.9797899796144628e-17,0.12635582938415907,0.12635582938415904,0.126355829384159,0.11852401613967364,False,False,0.2527116587683181,True,0.22628996434711193,1.3308798507694064e-14
3,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0006481949967565015,2.4446111244519697,0.003855990629263888,1.5013245187777946,1.8848702060479782e-16,5.530059675260915e-17,9.873740328485029e-17,4.343680653224113e-17,1.4191961320301839e-16,1.8802085936207283e-16,True,True,1.3236314720331025e-16,False,0.37533112969444865,1.3308798507694064e-14
3,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0003708570002345368,0.7291128114476274,0.6252476819848657,0.21490734423573624,0.12069864726277772,6.619851161367216e-18,0.02999999999999999,0.02999999999999998,0.02999999999999999,0.02814053377291972,True,False,0.05999999999999994,True,0.05372683605893406,1.3308798507694064e-14
3,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0003845080027531367,2.4446111244519613,0.003855990629264031,1.50132451877779,1.3920987881367374e-16,7.008755458029153e-17,1.0448638057722815e-16,3.439882599693661e-17,5.285107496585867e-17,1.3182178605464465e-16,True,True,9.804624641148663e-17,False,0.3753311296944475,1.3308798507694064e-14
3,128,96,2,4,False,no_change,10,118,11,3.144999936921522e-06,1.0033758012878682,1.0698779176007425,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.3308798507694064e-14
3,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0007152149992180057,2.49767561426353,0.006405171919821033,1.5668876764554902,1.7927393571308165e-16,4.4969172124985776e-17,8.46622624542335e-17,3.969309032924772e-17,7.757919228897728e-17,1.237382037120247e-16,True,True,1.1189974934759746e-16,False,0.39172191911387255,1.4460654895742664e-14
3,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0003718090010806918,2.4976756142635317,0.006405171919821057,1.5668876764554895,1.578979575016738e-16,5.615790491047631e-17,8.370570953557935e-17,2.7547804625103034e-17,9.348614570641796e-17,1.3421704745479016e-16,True,True,7.381370696446111e-17,False,0.3917219191138724,1.4460654895742664e-14
3,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0003801220009336248,0.7889593866000728,0.5381030397078091,0.25536733415714485,0.12978967919436493,1.3666109265575372e-17,0.03000000000000002,0.030000000000000006,0.030000000000000002,0.025741631829418365,True,False,0.059999999999999984,True,0.06384183353928621,1.4460654895742664e-14
3,128,96,4,2,False,no_change,12,116,13,1.4020006346981972e-06,1.0010546754853704,0.9103024649619202,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.4460654895742664e-14
3,128,96,4,2,False,nominal_null_ridge,12,116,13,0.00035276999915367924,0.9912948922786512,0.0009899875155553273,1.0890101941190864,0.5534861543690306,2.6874220530932865e-17,0.1279345533030013,0.12793455330300127,0.12793455330300135,0.10977480564623195,False,False,0.25586910660600254,True,0.2722525485297716,1.4460654895742664e-14
3,128,96,4,4,False,no_change,20,108,21,1.2320015230216086e-06,1.0000231025224031,0.933857440750297,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1379786002407855e-14
3,128,96,4,4,False,nominal_null_ridge,20,108,21,0.000440171999798622,0.5367279839892136,0.0006609142075733125,0.9992162129954927,0.5981197269711891,4.7319059525626686e-17,0.11103157059351978,0.11103157059351974,0.11103157059351978,0.1016679453108806,False,False,0.22206314118703951,True,0.24980405324887317,1.1379786002407855e-14
3,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.0004689449997385964,0.6764499891080182,0.5016354461345612,0.2699816478288592,0.16160801574919745,2.1167225296656694e-17,0.030000000000000034,0.030000000000000013,0.03000000000000002,0.027470010043291495,True,False,0.06000000000000003,True,0.0674954119572148,1.1379786002407855e-14
3,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0008592619997216389,2.2392297109614705,0.012458188035998513,1.5285121596343352,3.3337571949325694e-16,1.3613227971033024e-16,2.05176707632046e-16,6.904442792171576e-17,1.6650567575501811e-16,2.0519089691165104e-16,True,True,2.42230856792579e-16,False,0.3821280399085838,1.1379786002407855e-14
3,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.00047623600039514713,2.2392297109614656,0.01245818803599856,1.5285121596343345,2.546486948405889e-16,1.0354079659050046e-16,1.530651189416763e-16,4.952432235117583e-17,1.530296348839107e-16,1.6152109051598168e-16,True,True,1.7818132958216587e-16,False,0.3821280399085836,1.1379786002407855e-14
3,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0007512390002375469,0.8756736771294834,0.27711348920371953,0.8957321334966242,7.660070717745185e-17,6.112439156878013e-17,7.357486741879455e-17,1.2450475850014427e-17,8.606701575316889e-17,9.238691758843546e-17,True,True,9.591409087867793e-17,False,0.22393303337415604,6.106226635438361e-16
3,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0006247689998417627,0.10380312770382122,0.03183453817267401,0.9461133963450057,0.6401793820163486,1.4821483875836085e-17,0.1594440928356572,0.15944409283565716,0.15944409283565728,0.14188780630097036,False,False,0.3188881856713145,True,0.23652834908625142,6.106226635438361e-16
3,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0006032269993738737,0.6930707505738177,0.6250272357885491,0.1780147598168194,0.12045213540953131,2.6821680460091233e-18,0.030000000000000016,0.030000000000000013,0.030000000000000016,0.026696719290921142,True,False,0.06000000000000002,True,0.04450368995420485,6.106226635438361e-16
3,128,256,2,2,False,no_change,6,122,7,1.28199826576747e-06,1.0000011486629017,0.927697198891784,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.106226635438361e-16
3,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0009422270013601519,0.8756736771294834,0.27711348920371953,0.8957321334966243,1.4696201449907947e-16,9.411174631802188e-17,1.1397344806319297e-16,1.986170174517108e-17,1.1736101653422435e-16,1.2417613182943198e-16,True,True,1.3098041782079853e-16,False,0.22393303337415607,6.106226635438361e-16
3,128,256,2,4,False,nominal_null_ridge,10,118,11,0.000621134000539314,0.15275194649189475,0.04570443278729226,1.0017099340452444,0.6848065054314142,3.576224061345498e-17,0.1451830537271766,0.14518305372717658,0.14518305372717663,0.1367600441465115,False,False,0.2903661074543531,True,0.2504274835113111,6.38378239159465e-16
3,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.000596997000684496,0.8750357934065044,0.3039999395448514,0.8526160323109891,1.0040184053252147e-16,6.019890384602542e-17,7.399718266252981e-17,1.3798278816504383e-17,7.098072151769374e-17,8.391472671209643e-17,True,True,6.982127306007956e-17,False,0.2131540080777473,6.38378239159465e-16
3,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0009896780029521324,0.8750357934065042,0.3039999395448515,0.8526160323109886,9.740208065154959e-17,7.219972457276055e-17,8.731829424189779e-17,1.511856966913724e-17,7.660822485666527e-17,8.542522420166517e-17,True,True,8.384297404680616e-17,False,0.21315400807774715,6.38378239159465e-16
3,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006961569997656625,0.6638936267388513,0.5907726746377466,0.2069890200672372,0.14150546248702295,5.222209201006512e-18,0.03,0.029999999999999992,0.030000000000000006,0.0282595056314575,True,False,0.060000000000000005,True,0.0517472550168093,6.38378239159465e-16
3,128,256,2,4,False,no_change,10,118,11,1.4220022421795875e-06,1.0014041246956442,0.9064529054230561,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.38378239159465e-16
3,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0010104600005433895,0.8577771347422225,0.3165589064693713,0.9672983918553629,1.5687623359690686e-16,9.85906474630097e-17,1.2883333175419584e-16,3.0242684291186145e-17,8.768937088520447e-17,1.0157394792658787e-16,True,True,1.1837184066238755e-16,False,0.24182459796384073,8.326672684688674e-16
3,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0005727210009354167,0.857777134742223,0.31655890646937124,0.9672983918553633,1.0587878165305724e-16,5.850031823169832e-17,7.772257364320579e-17,1.9222255411507466e-17,8.385194648773792e-17,1.1524166406314228e-16,True,True,1.0183284855246869e-16,False,0.24182459796384081,8.326672684688674e-16
3,128,256,4,2,False,no_change,12,116,13,1.2920027074869722e-06,1.0010607557299296,1.1010597312790718,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.326672684688674e-16
3,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005787199988844804,0.30557159029985864,0.08366007178635759,0.967875121572643,0.5121991159594439,8.166568893253353e-17,0.10024191961280218,0.1002419196128021,0.10024191961280214,0.09812248724649165,False,False,0.20048383922560423,True,0.24196878039316075,8.326672684688674e-16
3,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0005822159982926678,0.6007030940104259,0.5871467347054502,0.2896617877963201,0.15328889887720068,1.6154248539704588e-17,0.029999999999999992,0.029999999999999975,0.02999999999999999,0.029365704774660006,True,False,0.059999999999999956,True,0.07241544694908003,8.326672684688674e-16
3,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0011111200001323596,0.9223136982017565,0.32134350758957736,0.8930117562970604,1.5814942350909625e-16,4.819909745438293e-17,7.907328613451705e-17,3.087418868013412e-17,4.532396277249356e-17,7.209814015512278e-17,True,True,6.228720249780001e-17,False,0.2232529390742651,5.412337245047638e-16
3,128,256,4,4,False,no_change,20,108,21,1.7320016922894865e-06,1.00063673479311,1.0091017764633716,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.412337245047638e-16
3,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0005916490008530673,0.1881400427946675,0.046770953089439946,0.9751929859125109,0.6301147688081361,1.839952100020049e-17,0.1100772080957068,0.11007720809570679,0.1100772080957068,0.10039860412957125,False,False,0.2201544161914136,True,0.24379824647812773,5.412337245047638e-16
3,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006127310007286724,0.9223136982017562,0.32134350758957736,0.8930117562970603,1.4730441704562257e-16,3.564635147479837e-17,6.672922465975861e-17,3.1082873184960243e-17,3.533101981298026e-17,5.2909066017292616e-17,True,True,6.727666680974191e-17,False,0.22325293907426508,5.412337245047638e-16
3,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.001013913999486249,0.5938074298207643,0.5598110884254266,0.26577517801813105,0.17172894726589047,7.57391076790106e-18,0.030000000000000016,0.03000000000000001,0.030000000000000023,0.027362232164067843,True,False,0.06000000000000004,True,0.06644379450453276,5.412337245047638e-16
3,64,96,4,16,True,nominal_null_ridge,64,0,65,0.0001859700023487676,0.5810335014079814,0.0600213787533336,1.0784269880969453,1.4864735677469134,1.0711829674147446e-16,0.2296094777781535,0.22960947777815338,0.22960947777815344,0.15469806726925545,False,False,0.4592189555563068,True,0.2696067470242363,0.0
3,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.0002966959982586559,0.8208615420266483,0.7241582662853597,0.14090363322966715,0.19421762317448366,1.1963619525717196e-17,0.029999999999999985,0.029999999999999975,0.02999999999999999,0.020212327744422193,True,False,0.059999999999999984,True,0.03522590830741679,0.0
3,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0005309379994287156,1.0000938562299448,0.9352949010558422,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
3,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0006581489978998434,1.0000938562299448,0.9352949010558422,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
3,64,96,4,16,True,no_change,64,0,65,1.0119983926415443e-06,1.0000938562299448,0.9352949010558422,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
4,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.0001640760019654408,1.0799536398037535,0.16801804176338467,0.9259905715448676,1.7737541142219335e-16,5.647850449853784e-17,9.594704748855102e-17,3.946854299001318e-17,3.9557781533026204e-17,7.238184373059934e-17,True,True,1.0220524937177726e-16,False,0.2314976428862169,8.326672684688674e-16
4,64,96,2,2,False,robust_projector_ridge,6,58,7,0.0002749029990809504,1.0799536398037535,0.16801804176338464,0.925990571544868,1.6557036212183944e-16,7.06141132964231e-17,1.1004329110811329e-16,3.9429177811690186e-17,1.1518616131074597e-16,1.1694918499368638e-16,True,True,1.0560463097903111e-16,False,0.231497642886217,8.326672684688674e-16
4,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00011750600242521614,0.6790100914848293,0.10363345761718801,0.9082154213695942,0.38798986335171554,3.609725720881698e-17,0.08038804447126771,0.08038804447126767,0.08038804447126771,0.07811583531298102,False,False,0.16077608894253534,True,0.22705385534239855,8.326672684688674e-16
4,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00015301000166800804,0.6753739892938725,0.4385211218855911,0.3389367513576755,0.14479386800747127,6.992893892674703e-18,0.029999999999999992,0.029999999999999985,0.029999999999999985,0.029152034668874616,True,False,0.059999999999999984,True,0.08473418783941887,8.326672684688674e-16
4,64,96,2,2,False,no_change,6,58,7,9.710020094644278e-07,1.0034046772532268,0.9461792923406446,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.326672684688674e-16
4,64,96,2,4,False,no_change,10,54,11,8.710012480150908e-07,1.0005270786351692,0.943625206964627,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.465450562766819e-16
4,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00020549900000332855,0.9032476505780506,0.19675358442851812,0.9056044526917587,1.8001932691651148e-16,3.469446951953614e-17,7.120264355974164e-17,3.650817404020549e-17,5.1577036902917074e-17,6.664589960562512e-17,True,True,9.257639144254436e-17,False,0.22640111317293968,8.465450562766819e-16
4,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00011911899855476804,0.05521177443436842,0.008475294593604096,0.9783966870161238,0.7180614888435717,1.8683543625880677e-17,0.15872932817194604,0.15872932817194602,0.15872932817194604,0.13515622687997733,False,False,0.3174586563438921,True,0.24459917175403095,8.465450562766819e-16
4,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00015859800259931944,0.6770365071869979,0.6264760991795284,0.18491794143227144,0.13571433151894655,3.9091465258659385e-18,0.029999999999999992,0.02999999999999999,0.03,0.025544660543179623,True,False,0.05999999999999999,True,0.04622948535806786,8.465450562766819e-16
4,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0001521989979664795,0.9032476505780505,0.19675358442851812,0.9056044526917588,1.603350251335141e-16,6.254634441385502e-17,9.544603460686286e-17,3.2899690193007845e-17,8.099505462106327e-17,1.0085294997567047e-16,True,True,1.2118257228641695e-16,False,0.2264011131729397,8.465450562766819e-16
4,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00018145299691241235,1.0852568207197346,0.2598967472232128,1.027319883149399,1.0864030374884035e-16,4.728712693649497e-17,6.736889041582815e-17,2.008176347933318e-17,3.95022109467107e-17,1.0642813985889426e-16,True,True,6.909694533986147e-17,False,0.25682997078734976,6.938893903907228e-16
4,64,96,4,2,False,no_change,12,52,13,1.0320000001229346e-06,1.000035775946422,1.1110803932957494,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.938893903907228e-16
4,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.0001753129981807433,0.6259963552607695,0.597125406429805,0.27595045311679656,0.15253001494134677,1.359193482088664e-17,0.030000000000000006,0.029999999999999992,0.030000000000000013,0.029192837178531373,True,False,0.060000000000000005,True,0.06898761327919914,6.938893903907228e-16
4,64,96,4,2,False,robust_projector_ridge,12,52,13,0.00020259400116628967,1.0852568207197355,0.2598967472232129,1.0273198831493995,1.4027363964039122e-16,5.940161548749588e-17,9.019717988918566e-17,3.079556440168977e-17,7.885362970789342e-17,1.0649845920537046e-16,True,True,1.0866973032040139e-16,False,0.25682997078734987,6.938893903907228e-16
4,64,96,4,2,False,nominal_null_ridge,12,52,13,0.0001226740023412276,0.3164720555295927,0.07361048779805791,0.944548254762608,0.5220935779756987,2.711112516444421e-17,0.10268672264467993,0.1026867226446799,0.10268672264467998,0.09992389248543841,False,False,0.20537344528935988,True,0.236137063690652,6.938893903907228e-16
4,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00019816799976979382,1.1270524900387477,0.27994956527342346,0.9422492491259866,1.892966073472481e-16,4.6450440157455185e-17,8.48807538451953e-17,3.8430313687740104e-17,8.899655553049515e-17,1.195017058044515e-16,True,True,9.022229924233907e-17,False,0.23556231228149666,2.498001805406602e-16
4,64,96,4,4,False,no_change,20,44,21,1.0419971658848226e-06,1.000521990732626,0.903976446556681,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.498001805406602e-16
4,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00017723700148053467,0.6595895025260288,0.5615891980037995,0.22344762756839376,0.1614189782323317,2.0254060266668483e-17,0.029999999999999995,0.029999999999999975,0.02999999999999998,0.025764925015484455,True,False,0.05999999999999997,True,0.05586190689209844,2.498001805406602e-16
4,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00012352600242593326,0.23130949323951747,0.021690485557918304,1.0142699009779208,0.7327104469594398,7.861744257383061e-17,0.1361755206822416,0.1361755206822415,0.13617552068224148,0.11695173597741691,False,False,0.27235104136448296,True,0.2535674752444802,2.498001805406602e-16
4,64,96,4,4,False,robust_projector_ridge,20,44,21,0.000252800000453135,1.1270524900387486,0.27994956527342346,0.9422492491259871,1.8524380202337237e-16,7.514076434179793e-17,1.0611819560158527e-16,3.097743125978735e-17,1.1155297089925007e-16,1.446076976661064e-16,True,True,1.0305191936093545e-16,False,0.23556231228149677,2.498001805406602e-16
4,64,256,2,2,False,no_change,6,58,7,8.919996616896242e-07,1.0018221116289279,1.0742122444430149,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.0531133177191805e-16
4,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0003474020013527479,0.6627455967231847,0.4538392147730272,0.7645540444577451,7.484908543917039e-17,2.969684969421694e-17,4.492465810217688e-17,1.5227808407959936e-17,3.2794561918926854e-17,5.379216387155422e-17,True,True,2.7097246932071044e-17,False,0.19113851111443628,3.0531133177191805e-16
4,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.00026580899793771096,0.7058225980804698,0.752631671118138,0.16992905373636358,0.1287963422276086,8.537371427654313e-18,0.02999999999999999,0.02999999999999998,0.02999999999999999,0.028438028186028128,True,False,0.05999999999999997,True,0.042482263434090894,3.0531133177191805e-16
4,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00019080700076301582,0.662745596723185,0.45383921477302713,0.7645540444577451,3.1930830755927695e-17,1.8735063735027298e-17,3.446490576975175e-17,1.5729842034724448e-17,3.7124703587397374e-17,5.056847249797846e-17,True,True,2.2767213025282562e-17,False,0.19113851111443628,3.0531133177191805e-16
4,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00019838799926219508,0.08036477197386833,0.04600079462212346,0.9843871779991835,0.7461082438483652,7.058888898939469e-17,0.17378791142915634,0.17378791142915626,0.17378791142915628,0.16473951745377693,False,False,0.3475758228583125,True,0.24609679449979588,3.0531133177191805e-16
4,64,256,2,4,False,robust_projector_ridge,10,54,11,0.0003017029994225595,0.6138509261817993,0.4370222111103963,0.8151841614356801,1.310160193895327e-16,4.9310106010724466e-17,7.591510983080923e-17,2.6605003820084772e-17,5.898059818321144e-17,7.705375335881618e-17,True,True,8.452661535780271e-17,False,0.20379604035892002,4.440892098500626e-16
4,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.000244988998019835,0.6486816369832343,0.7031472381741998,0.2196194517897487,0.14884373130608827,1.1636878843346593e-17,0.029999999999999992,0.02999999999999998,0.029999999999999985,0.027579215884419063,True,False,0.05999999999999998,True,0.054904862947437176,4.440892098500626e-16
4,64,256,2,4,False,no_change,10,54,11,9.71998815657571e-07,1.000099162478383,1.089023840751204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
4,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0002215329986938741,0.6138509261817993,0.4370222111103963,0.8151841614356803,4.58177586118485e-17,3.273069708340169e-17,4.415850983079272e-17,1.1427812747391032e-17,4.654751537338637e-17,5.721958498152797e-17,True,True,5.961495282646855e-17,False,0.20379604035892007,4.440892098500626e-16
4,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00020586000027833506,0.15810303351267002,0.09587886767728371,0.997169083587088,0.6758161261884308,2.1942709178604383e-17,0.13621321911071724,0.1362132191107172,0.13621321911071715,0.12522179253887156,False,False,0.2724264382214343,True,0.249292270896772,4.440892098500626e-16
4,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00036290500065661035,0.654324759467039,0.3364164936908556,0.7895956217305515,1.421963389706821e-16,8.62490835324973e-17,1.1448325347055805e-16,2.8234169938060737e-17,8.831770080096235e-17,1.2313176721446745e-16,True,True,1.0419899261261139e-16,False,0.19739890543263788,3.191891195797325e-16
4,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00025409199952264316,0.08091699068852265,0.05225610939029655,0.9629768993703187,0.6708962741207576,8.419023599318527e-17,0.13632920648267358,0.1363292064826735,0.13632920648267347,0.13324055350483704,False,False,0.272658412965347,True,0.24074422484257968,3.191891195797325e-16
4,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.000200150996533921,0.6543247594670389,0.3364164936908556,0.7895956217305513,1.2578161418598373e-16,5.204170427930421e-17,8.017304330375362e-17,2.813133902444941e-17,6.860387235132072e-17,7.775354953989597e-17,True,True,1.0392789006154013e-16,False,0.19739890543263783,3.191891195797325e-16
4,64,256,4,2,False,no_change,12,52,13,1.0110015864484012e-06,1.000123314882645,0.9357219075904823,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.191891195797325e-16
4,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.0002572470002633054,0.6429119103693733,0.592863284051022,0.21190842172752744,0.1476344559093484,1.369360649511922e-17,0.029999999999999985,0.02999999999999997,0.029999999999999975,0.029320324736527584,True,False,0.05999999999999994,True,0.05297710543188186,3.191891195797325e-16
4,64,256,4,4,False,robust_projector_ridge,20,44,21,0.0003835559982690029,0.589311119681127,0.40422509648096705,0.7069139708864225,1.7974715081074993e-16,8.857712782781121e-17,1.214856311576961e-16,3.290850332988488e-17,1.0610213182613729e-16,1.196613460842238e-16,True,True,1.2446565385745912e-16,False,0.17672849272160562,2.7755575615628914e-16
4,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00025842800096143037,0.5893111196811271,0.40422509648096705,0.7069139708864224,1.842410116361045e-16,1.0554762442644039e-16,1.3499753949135622e-16,2.9449915064915813e-17,1.1535585034795833e-16,1.3283383786776242e-16,True,True,1.289542607422048e-16,False,0.1767284927216056,2.7755575615628914e-16
4,64,256,4,4,False,nominal_null_ridge,20,44,21,0.0001927699995576404,0.28004153646744717,0.15424176148417898,0.8695398838288194,0.5531910142755238,1.3606525606049044e-16,0.12297084780413241,0.12297084780413227,0.12297084780413228,0.10294576503457874,False,False,0.24594169560826454,True,0.21738497095720485,2.7755575615628914e-16
4,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0003775179975491483,0.6870576813969042,0.5632265190375876,0.21213317612003943,0.13495662366009986,3.024049578240586e-17,0.029999999999999995,0.029999999999999964,0.029999999999999968,0.025114675601460548,True,False,0.05999999999999993,True,0.05303329403000986,2.7755575615628914e-16
4,64,256,4,4,False,no_change,20,44,21,1.0420008038636297e-06,1.000024406758433,0.8648757393449971,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.7755575615628914e-16
4,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.00040810400241753086,0.7604421027420917,0.4487866278119137,0.26932061904532917,0.12020850601018652,9.271038071981241e-18,0.029999999999999995,0.029999999999999985,0.02999999999999998,0.02879480547238375,True,False,0.05999999999999996,True,0.06733015476133229,1.3872583637386526e-14
4,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0003524799976730719,1.5731989586229007,0.0013465576801006878,1.169959478712234,5.2405245625972866e-17,2.98453111774546e-17,4.4367602670843065e-17,1.4522291493388463e-17,5.776915683787074e-17,5.433313439220178e-17,True,True,2.3273757686693185e-17,False,0.2924898696780585,1.3872583637386526e-14
4,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0006346539994410705,1.573198958622903,0.001346557680100639,1.169959478712236,5.440832138531666e-17,5.275955480050203e-17,6.457827635332807e-17,1.1818721552826033e-17,4.86032246606382e-17,7.318806362944029e-17,True,True,1.734723475976807e-17,False,0.292489869678059,1.3872583637386526e-14
4,128,96,2,2,False,nominal_null_ridge,6,122,7,0.0003210729992133565,0.7829126209900343,0.0005950229087414316,0.9262736611992584,0.41343278269610695,5.0426474987835235e-17,0.10317891713779528,0.10317891713779523,0.10317891713779524,0.09903389492780054,False,False,0.20635783427559046,True,0.2315684152998146,1.3872583637386526e-14
4,128,96,2,2,False,no_change,6,122,7,1.1219999578315765e-06,1.0000107615769112,0.8845521175852227,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.3872583637386526e-14
4,128,96,2,4,False,no_change,10,118,11,1.282001903746277e-06,1.0018885246275666,0.9353703512451501,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1074474670635936e-14
4,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0004131620007683523,0.7943060721179913,0.4709077547757825,0.32045194865007504,0.12835183086548987,1.1883271282112573e-17,0.029999999999999995,0.029999999999999985,0.030000000000000006,0.027499599982461764,True,False,0.06000000000000001,True,0.08011298716251876,1.1074474670635936e-14
4,128,96,2,4,False,nominal_null_ridge,10,118,11,0.00033504400198580697,1.1215403670928332,0.0011944324988878998,1.087642223232659,0.4356374528742967,4.258030632473534e-17,0.10182265027387948,0.10182265027387943,0.10182265027387948,0.0933360717228595,False,False,0.2036453005477589,True,0.27191055580816476,1.1074474670635936e-14
4,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0004773170003318228,2.1159717963940845,0.0030999024969514313,1.3325009708026465,9.082110917207803e-17,3.808498377794898e-17,6.24432160315597e-17,2.435823225361073e-17,8.778797778219434e-17,1.084340941482935e-16,True,True,6.439540287558396e-17,False,0.33312524270066163,1.1074474670635936e-14
4,128,96,2,4,False,robust_projector_ridge,10,118,11,0.000717337999958545,2.11597179639407,0.003099902496951555,1.3325009708026423,2.1169975360191753e-16,1.0805531124312037e-16,1.4613680646586057e-16,3.8081495222740204e-17,1.2436890634664272e-16,1.2734571836087833e-16,True,True,1.153297605929378e-16,False,0.3331252427006606,1.1074474670635936e-14
4,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.00046129399925121106,0.6969121393398124,0.5250349288408184,0.2825338039035215,0.1364036162783024,2.5991924001592977e-17,0.03000000000000001,0.029999999999999985,0.029999999999999978,0.029670671968637378,True,False,0.05999999999999997,True,0.07063345097588038,9.929557176491244e-15
4,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.00044741300007444806,2.2789753634066123,0.0030694092211270337,1.3357429352567542,1.494334658635747e-16,1.2063502038080008e-16,1.387235499862554e-16,1.808852960545532e-17,1.3078480538116475e-16,1.6624408170505448e-16,True,True,1.678653105880299e-16,False,0.33393573381418856,9.929557176491244e-15
4,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0006924219997017644,2.2789753634066057,0.0030694092211270944,1.3357429352567523,1.308173491415606e-16,5.815852873680767e-17,8.462505800836738e-17,2.6466529271559715e-17,5.887846720064156e-17,9.179293821800322e-17,True,True,1.1882539250845722e-16,False,0.33393573381418806,9.929557176491244e-15
4,128,96,4,2,False,no_change,12,116,13,1.3619974197354168e-06,1.0035576843494418,1.0308932940305553,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.929557176491244e-15
4,128,96,4,2,False,nominal_null_ridge,12,116,13,0.00039583599937031977,0.652969616391743,0.0008069923827222432,0.9766460006353085,0.471511884489008,6.800912535878896e-17,0.10370221054704054,0.10370221054704047,0.10370221054704043,0.1025638090521269,False,False,0.20740442109408094,True,0.24416150015882712,9.929557176491244e-15
4,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.0004196110021439381,0.6707217176205162,0.36935763283003026,0.3486809567573318,0.15789068704940676,2.066820377025588e-17,0.02999999999999998,0.02999999999999996,0.029999999999999985,0.02734861232692576,True,False,0.059999999999999956,True,0.08717023918933295,1.1518563880485999e-14
4,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0007618960007675923,2.172658373499035,0.004045890117626959,1.2986392297992937,2.495675381363824e-16,1.249640719275256e-16,1.6777079315476404e-16,4.280672122723842e-17,1.626282387702513e-16,1.4996522821932927e-16,True,True,1.5845205805162333e-16,False,0.3246598074498234,1.1518563880485999e-14
4,128,96,4,4,False,nominal_null_ridge,20,108,21,0.000339620000886498,0.6492107918933036,0.0007581561739150992,0.9055356444401296,0.41004718576553856,4.7475676804451003e-17,0.07791096360937888,0.07791096360937884,0.07791096360937884,0.07102522465900411,False,False,0.15582192721875762,True,0.2263839111100324,1.1518563880485999e-14
4,128,96,4,4,False,no_change,20,108,21,1.0409967217128724e-06,1.0007850516363213,0.9652140591853889,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1518563880485999e-14
4,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.000486842000100296,2.1726583734990306,0.004045890117627022,1.298639229799291,1.9083350399114117e-16,6.199361459337905e-17,9.53229451628702e-17,3.3329330569491156e-17,1.1027675357664353e-16,1.0764833658597893e-16,True,True,1.1724552467859926e-16,False,0.32465980744982276,1.1518563880485999e-14
4,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0006664819993602578,0.6740129677033199,0.6362077342371694,0.21535147533289656,0.13663562583651634,1.2198034864115189e-17,0.030000000000000002,0.02999999999999999,0.03000000000000001,0.029415407385519534,True,False,0.05999999999999999,True,0.05383786883322414,4.718447854656915e-16
4,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0009547660010866821,1.049689761346597,0.2940990224542683,0.9895997293209416,1.4157716351229054e-16,2.978538393998971e-17,6.08795094671397e-17,3.109412552714999e-17,9.524850298325053e-17,1.2990972684878164e-16,True,True,1.1925652521429044e-16,False,0.2473999323302354,4.718447854656915e-16
4,128,256,2,2,False,no_change,6,122,7,1.4319994079414755e-06,1.0002936780540148,1.001055242144718,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.718447854656915e-16
4,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0005941329982306343,1.0496897613465979,0.29409902245426833,0.9895997293209419,1.3269768283846424e-16,5.168188307962417e-17,8.32271195300213e-17,3.154523645039714e-17,1.0607930684787503e-16,1.050846919392509e-16,True,True,1.0066174920351331e-16,False,0.24739993233023547,4.718447854656915e-16
4,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0005837480021000374,0.26704035425188455,0.06647163785849086,0.972421030681867,0.6169790845333981,4.916740302095286e-17,0.13546520113391428,0.13546520113391422,0.13546520113391428,0.1328254692638477,False,False,0.2709304022678285,True,0.24310525767046676,4.718447854656915e-16
4,128,256,2,4,False,no_change,10,118,11,1.2919990695081651e-06,1.0001620480833258,0.9425793257747859,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.494005416219807e-16
4,128,256,2,4,False,robust_projector_ridge,10,118,11,0.001349418998870533,0.9764556903287167,0.23701375498704433,0.943531692942412,8.345564245195904e-17,3.9069808602088004e-17,5.932101580998156e-17,2.0251207207893547e-17,3.11556770931882e-17,5.724751741422974e-17,True,True,5.486362961461429e-17,False,0.235882923235603,7.494005416219807e-16
4,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006526720026158728,0.6250962409084596,0.5818421743809163,0.22222328935646132,0.1458275761322097,2.736402568106157e-17,0.030000000000000002,0.029999999999999975,0.029999999999999978,0.026569255423406695,True,False,0.05999999999999995,True,0.05555582233911533,7.494005416219807e-16
4,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0006671230003121309,0.07246749502308755,0.020198642620867464,1.0006340823493778,0.6566370394698907,9.847134547755006e-17,0.13508495242516536,0.13508495242516524,0.1350849524251653,0.11963688682809862,False,False,0.2701699048503305,True,0.25015852058734445,7.494005416219807e-16
4,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0005906679980398621,0.9764556903287166,0.2370137549870443,0.9435316929424116,9.01597112092952e-17,1.6133860946657727e-17,3.74270203873655e-17,2.1293159440707773e-17,4.2290000296938534e-17,5.340617466955669e-17,True,True,4.8641906103020886e-17,False,0.2358829232356029,7.494005416219807e-16
4,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005777189981017727,0.14297165861274186,0.04730460557802245,0.9699021422799942,0.5774829314027372,5.0731394140752224e-17,0.12750113646938663,0.12750113646938657,0.12750113646938654,0.12489278938098732,False,False,0.2550022729387731,True,0.24247553556999854,4.579669976578771e-16
4,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0005859510019945446,0.7704690678814125,0.27162634006340103,0.835822800472929,1.0611985657723839e-16,7.401091538236592e-17,9.292945986549585e-17,1.8918544483129927e-17,9.608576216422673e-17,9.58670174380583e-17,True,True,9.345218975255298e-17,False,0.20895570011823225,4.579669976578771e-16
4,128,256,4,2,False,robust_projector_ridge,12,116,13,0.00104251799712074,0.7704690678814122,0.27162634006340103,0.8358228004729287,1.250114724965836e-16,7.388374439700909e-17,9.722537846683496e-17,2.334163406982587e-17,7.140473525635833e-17,1.0608817150034655e-16,True,True,1.1625625429317745e-16,False,0.20895570011823217,4.579669976578771e-16
4,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0006027260023984127,0.6291755595505013,0.5386831948990951,0.2282102346231722,0.13587712566187027,1.46636089231953e-17,0.03,0.029999999999999985,0.02999999999999998,0.029386276743731076,True,False,0.05999999999999995,True,0.05705255865579305,4.579669976578771e-16
4,128,256,4,2,False,no_change,12,116,13,1.001000782707706e-06,1.0000217364792834,0.8817975417173975,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.579669976578771e-16
4,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0011206050003238488,0.8351476577842574,0.33167185193193194,0.9914003825469828,1.434255035964266e-16,6.120895028458498e-17,8.602001163480843e-17,2.4811061350223456e-17,8.221198451919255e-17,1.174242508836968e-16,True,True,1.1914153575995884e-16,False,0.2478500956367457,7.216449660063518e-16
4,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006924509980308358,0.8351476577842568,0.33167185193193194,0.9914003825469825,1.4886695031826588e-16,1.1028803790538953e-16,1.302111043194427e-16,1.9923066414053158e-17,1.1675604004768193e-16,1.3065819299864047e-16,True,True,1.17098653205611e-16,False,0.24785009563674562,7.216449660063518e-16
4,128,256,4,4,False,no_change,20,108,21,1.1420015653129667e-06,1.0002873480238579,1.0739723189376704,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.216449660063518e-16
4,128,256,4,4,False,nominal_null_ridge,20,108,21,0.000615454999206122,0.5568747269069221,0.12572131540908638,1.0782902487371548,0.5712792890466389,4.612538059940833e-17,0.11684597469344712,0.11684597469344708,0.11684597469344714,0.11049959174733189,False,False,0.23369194938689425,True,0.2695725621842887,7.216449660063518e-16
4,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006544440002471674,0.6711192336380737,0.6539946947849005,0.2768491387656574,0.1466749600605652,2.004454961108026e-17,0.030000000000000023,0.030000000000000002,0.029999999999999995,0.028370577258797647,True,False,0.05999999999999999,True,0.06921228469141436,7.216449660063518e-16
4,64,96,4,16,True,no_change,64,0,65,1.381999027216807e-06,1.0000795454826477,0.9844401516106952,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
4,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.000248723998083733,0.7910499424397487,0.7408821144457501,0.14462516198027867,0.1877927177015191,1.0569720105194376e-17,0.030000000000000013,0.030000000000000002,0.030000000000000006,0.018135831634886274,True,False,0.06000000000000001,True,0.036156290495069666,0.0
4,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0005174779980734456,1.0000795454826477,0.9844401516106952,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
4,64,96,4,16,True,nominal_null_ridge,64,0,65,0.0004152249966864474,0.3886984253334403,0.06746817285465141,1.0000976865516933,1.2986057194539546,2.842512615594182e-17,0.20745304749004914,0.20745304749004911,0.20745304749004917,0.12541111804745328,False,False,0.4149060949800984,True,0.2500244216379233,0.0
4,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0009925720005412586,1.0000795454826477,0.9844401516106952,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
5,64,96,2,2,False,no_change,6,58,7,9.420000424142927e-07,1.003778940712325,1.142925341058394,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.4988010832439613e-15
5,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00017868900249595754,0.7140155921000986,0.7712407959664959,0.19069278353537011,0.12084977532651686,8.80543056188839e-18,0.03000000000000001,0.03,0.03000000000000001,0.02817120784457016,True,False,0.06,True,0.04767319588384253,1.4988010832439613e-15
5,64,96,2,2,False,robust_projector_ridge,6,58,7,0.0002870919997803867,1.306478864387914,0.1540134069709478,1.1850229660740852,1.1723314421229999e-16,3.1031676915590914e-17,4.301919621523922e-17,1.1987519299648304e-17,7.263086457077434e-17,9.08041165058493e-17,True,True,4.799141802040077e-17,False,0.2962557415185213,1.4988010832439613e-15
5,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.0001355539970973041,1.3064788643879173,0.1540134069709478,1.1850229660740872,6.191477886831874e-17,3.8517111915170804e-17,5.1151847050425486e-17,1.2634735135254682e-17,7.294094509512294e-17,1.3351737358012384e-16,True,True,6.912824078848549e-17,False,0.2962557415185218,1.4988010832439613e-15
5,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00010925400056294166,0.27701264714612883,0.04048818915855885,1.016490566783786,0.6441914284321052,5.712747566692347e-17,0.15991542227321548,0.15991542227321542,0.15991542227321548,0.15016701994703194,False,False,0.31983084454643096,True,0.2541226416959465,1.4988010832439613e-15
5,64,96,2,4,False,no_change,10,54,11,8.310016710311174e-07,1.000679850987377,0.7801480282776425,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.885780586188048e-16
5,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00017566400128998794,0.6773252369915485,0.47629752744802595,0.23054929606896787,0.12762401651598468,1.72046863522867e-17,0.030000000000000006,0.02999999999999999,0.030000000000000006,0.02458477276275798,True,False,0.060000000000000005,True,0.05763732401724197,3.885780586188048e-16
5,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00011475200153654441,0.35342326318505823,0.06486746631779339,0.9425110087487374,0.5217410879062621,3.568079534789098e-17,0.12264331639513516,0.12264331639513512,0.12264331639513518,0.10050526881484759,False,False,0.24528663279027035,True,0.23562775218718435,3.885780586188048e-16
5,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00026044200058095157,1.0192425275747468,0.18082639538290754,0.9821349517803211,6.082140292752292e-17,1.4214217144089742e-17,2.7744809846275386e-17,1.3530592702185644e-17,3.379651388541428e-17,6.206979317617411e-17,True,True,2.422797678359911e-17,False,0.24553373794508027,3.885780586188048e-16
5,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00021111699970788322,1.019242527574747,0.18082639538290765,0.9821349517803211,7.101574826802496e-17,2.5825185959176387e-17,4.016866981232982e-17,1.4343483853153428e-17,2.5804011705155006e-17,7.016522229951154e-17,True,True,2.6719810046394876e-17,False,0.24553373794508027,3.885780586188048e-16
5,64,96,4,2,False,robust_projector_ridge,12,52,13,0.0002141619988833554,0.9437579718576293,0.25279173409506006,1.0165428657422466,1.7959206006227e-16,1.0591761858187545e-16,1.4138160847254793e-16,3.5463989890672473e-17,1.0938391005767577e-16,1.335624427370463e-16,True,True,1.185211016312049e-16,False,0.25413571643556165,1.033895191682177e-15
5,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00019429199892329052,0.7218017475500587,0.6429724727807526,0.2900988648416282,0.12544382765908865,5.352577763444586e-17,0.029999999999999975,0.029999999999999923,0.029999999999999954,0.029640206588169963,True,False,0.05999999999999989,True,0.07252471621040706,1.033895191682177e-15
5,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.0001472709991503507,0.9437579718576282,0.2527917340950601,1.0165428657422455,1.3928111965156742e-16,1.018032932337349e-16,1.229966351535384e-16,2.119334191980352e-17,1.1965820251994367e-16,1.3765662023109364e-16,True,True,1.254530141698056e-16,False,0.2541357164355614,1.033895191682177e-15
5,64,96,4,2,False,no_change,12,52,13,9.510004019830376e-07,1.0015126915639496,1.0640874926368256,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.033895191682177e-15
5,64,96,4,2,False,nominal_null_ridge,12,52,13,0.00011884899868164212,0.6979202780020182,0.18166473748160017,1.0347276793189042,0.4474343625902512,2.2385999867341975e-16,0.10700431522375513,0.1070043152237549,0.10700431522375496,0.10572100030192541,False,False,0.21400863044750984,True,0.25868191982972605,1.033895191682177e-15
5,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00021654599913745187,0.7693475828341467,0.1448491460996859,0.8433183198362488,1.100527900415259e-16,3.748116714354722e-17,5.926701232548778e-17,2.1785845181940554e-17,5.585735516229307e-17,7.315721946274231e-17,True,True,7.327025126188267e-17,False,0.2108295799590622,4.996003610813204e-16
5,64,96,4,4,False,robust_projector_ridge,20,44,21,0.00031607499840902165,0.7693475828341472,0.14484914609968588,0.8433183198362492,1.1938511634441654e-16,4.3443730851573206e-17,6.733242533401772e-17,2.388869448244452e-17,5.974258955961591e-17,8.388334247318801e-17,True,True,8.079510671157253e-17,False,0.2108295799590623,4.996003610813204e-16
5,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00019142800010740757,0.6275302380962653,0.5585391116719672,0.25043981833808576,0.1671508764289796,1.4804025356885448e-17,0.02999999999999998,0.029999999999999968,0.029999999999999992,0.02692865046293981,True,False,0.059999999999999956,True,0.06260995458452144,4.996003610813204e-16
5,64,96,4,4,False,no_change,20,44,21,1.1419979273341596e-06,1.0012522989475179,0.9872537177857099,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.996003610813204e-16
5,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00011926899969694205,0.24824263069306826,0.041572019883594914,0.9516965555766433,0.6351901802784742,1.0315407380583415e-16,0.11400302418665909,0.11400302418665899,0.11400302418665906,0.10233158633468722,False,False,0.22800604837331798,True,0.23792413889416084,4.996003610813204e-16
5,64,256,2,2,False,no_change,6,58,7,8.809984137769789e-07,1.0005651536508733,1.0558227365658794,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.163336342344337e-16
5,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0002865409987862222,0.6492236698627468,0.4287118002820331,0.8291991575702224,8.782971221972551e-17,2.2667751274523317e-17,3.968333278276481e-17,1.701558150824149e-17,2.7250381489099477e-17,5.003707553108401e-17,True,True,6.5970829041967e-17,False,0.2072997893925556,4.163336342344337e-16
5,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.00024020099954213947,0.69602862896758,0.7213853705955722,0.18297522373958927,0.1259460182611496,1.0321297183167908e-17,0.029999999999999992,0.02999999999999998,0.029999999999999995,0.02779426891089442,True,False,0.05999999999999999,True,0.04574380593489732,4.163336342344337e-16
5,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00022073200307204388,0.13548286984311475,0.06401798637275448,0.974973925630899,0.6710967820234216,4.5953036479694936e-17,0.15985343354767262,0.15985343354767256,0.15985343354767262,0.14810031061179346,False,False,0.31970686709534524,True,0.24374348140772475,4.163336342344337e-16
5,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.0001889039995148778,0.6492236698627468,0.42871180028203304,0.8291991575702222,8.29921844725024e-17,4.538931334962419e-17,6.188353328525553e-17,1.6494219935631334e-17,6.99127996168594e-17,7.652962206581818e-17,True,True,7.098072151769374e-17,False,0.20729978939255556,4.163336342344337e-16
5,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00021148800078663044,0.6222772661953693,0.41311287733866275,0.8684734295047067,1.2518537430456196e-16,5.467131785244295e-17,7.812040482282193e-17,2.3449086970378983e-17,5.989194037114866e-17,8.694409141350492e-17,True,True,1.0287656145845604e-16,False,0.21711835737617668,4.440892098500626e-16
5,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00026890500157605857,0.45823790917706597,0.26355108151600837,0.9351103803916527,0.4615698325490327,3.2267721893315454e-17,0.09705535072915338,0.09705535072915335,0.09705535072915338,0.08083751275479775,False,False,0.1941107014583068,True,0.23377759509791318,4.440892098500626e-16
5,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.0002648189984029159,0.6338880771009188,0.6956369728067608,0.28904445969224607,0.1426721440130926,5.721670880992781e-18,0.030000000000000006,0.03,0.029999999999999992,0.024987034351270188,True,False,0.059999999999999984,True,0.07226111492306152,4.440892098500626e-16
5,64,256,2,4,False,no_change,10,54,11,1.0509975254535675e-06,1.0000246676722981,1.1609218770751273,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
5,64,256,2,4,False,robust_projector_ridge,10,54,11,0.000325438999425387,0.6222772661953696,0.41311287733866286,0.8684734295047071,1.1616724438935276e-16,5.444379262168902e-17,7.050485864723107e-17,1.6061066025542055e-17,9.383956138473751e-17,1.162394178671405e-16,True,True,6.711500992605101e-17,False,0.21711835737617677,4.440892098500626e-16
5,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.000284336998447543,0.6511501831942571,0.5716007244877457,0.20911194136416683,0.13066682815043423,2.323356969647804e-17,0.03,0.029999999999999975,0.03,0.028242172680291954,True,False,0.05999999999999997,True,0.05227798534104171,4.163336342344337e-16
5,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00022592000095755793,0.6470209583322918,0.3802072645900173,0.7272724180599298,1.1912969552886288e-16,3.541609086420202e-17,6.144574938821839e-17,2.6029658524016367e-17,4.8623052744020686e-17,7.221535278274325e-17,True,True,7.553645172592712e-17,False,0.18181810451498245,4.163336342344337e-16
5,64,256,4,2,False,no_change,12,52,13,9.110008249990642e-07,1.0066733724991013,0.8807925878254708,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.163336342344337e-16
5,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00019134800095343962,0.08784356918160187,0.059121089773292834,0.9829077084823454,0.6141850713744458,1.3218732324282515e-16,0.14101170436325575,0.1410117043632556,0.14101170436325572,0.13274923015231155,False,False,0.2820234087265114,True,0.24572692712058636,4.163336342344337e-16
5,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00035148800088791177,0.6470209583322918,0.3802072645900172,0.7272724180599301,1.944288604317061e-16,7.482094824550182e-17,1.1828393760095896e-16,4.3462989355457154e-17,1.0889535771555693e-16,1.180249557334732e-16,True,True,1.4427842950844557e-16,False,0.18181810451498254,4.163336342344337e-16
5,64,256,4,4,False,no_change,20,44,21,8.309980330523103e-07,1.0022962043696833,0.9745350648032689,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.3306690738754696e-16
5,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002807420023600571,0.5839206891054421,0.5654420748931265,0.2459068071811352,0.17560382983396206,1.6327235187853404e-17,0.030000000000000013,0.029999999999999995,0.03,0.027073016773809393,True,False,0.05999999999999999,True,0.0614767017952838,3.3306690738754696e-16
5,64,256,4,4,False,robust_projector_ridge,20,44,21,0.0004107370004930999,0.5988430243308486,0.4401820314049293,0.6869156717125604,1.678210482931785e-16,6.424481118819804e-17,9.492260897618152e-17,3.0677797787983475e-17,7.798059589491345e-17,9.059779155298253e-17,True,True,1.234347864999817e-16,False,0.1717289179281401,3.3306690738754696e-16
5,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00019567499839467928,0.04946948371552517,0.02740163757455131,0.9881515197733978,0.7056461483013823,6.227663318877332e-17,0.12055195190821102,0.12055195190821097,0.12055195190821097,0.10879016720421537,False,False,0.24110390381642197,True,0.24703787994334944,3.3306690738754696e-16
5,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00023540300026070327,0.5988430243308484,0.44018203140492934,0.6869156717125602,1.5397686417170908e-16,4.714372364362743e-17,7.161230087045077e-17,2.446857722682334e-17,8.4260297886196e-17,8.440235372000073e-17,True,True,1.1036389964375283e-16,False,0.17172891792814005,3.3306690738754696e-16
5,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.0004928609996568412,0.7187637446300218,0.6257851141546767,0.1958091470248726,0.12057554646819336,1.5178830414797062e-18,0.029999999999999992,0.029999999999999992,0.030000000000000002,0.02949438781051901,True,False,0.06,True,0.04895228675621815,1.2635725799015063e-14
5,128,96,2,2,False,no_change,6,122,7,1.3319986464921385e-06,1.000099254262896,1.007929526370163,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.2635725799015063e-14
5,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0003660399997897912,2.0206395495795597,0.0017935999629304542,1.4068815934724062,1.2912746578237531e-16,5.551792708129603e-17,7.601662031977927e-17,2.0498693238483236e-17,9.567062879088158e-17,1.490474773978951e-16,True,True,1.0348560650402259e-16,False,0.35172039836810154,1.2635725799015063e-14
5,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0006579490000149235,2.0206395495795637,0.0017935999629305015,1.4068815934724044,1.0908006270372448e-16,8.860684955981728e-17,1.113619422558708e-16,2.2755092696053507e-17,1.165754827143445e-16,1.734723475976807e-16,True,True,1.1798989234531285e-16,False,0.3517203983681011,1.2635725799015063e-14
5,128,96,2,2,False,nominal_null_ridge,6,122,7,0.00032540900065214373,0.33980820124415784,0.000324505558408369,0.9153962723920375,0.5636836044467158,1.9022728010386233e-17,0.140248239620148,0.14024823962014799,0.14024823962014807,0.1378845323033081,False,False,0.28049647924029614,True,0.22884906809800937,1.2635725799015063e-14
5,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0003826949978247285,2.326237619036439,0.003153778089486398,1.336147696714297,1.936245027391724e-16,1.0486404309055751e-16,1.4143287778744806e-16,3.656883469689055e-17,1.6075117210739205e-16,1.7564557055287587e-16,True,True,1.9485788669216515e-16,False,0.3340369241785742,1.2101430968414206e-14
5,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.00037950100158923306,0.8665833472353734,0.34135553982506334,0.4153894425722886,0.13681590475197977,3.223564806432317e-17,0.029999999999999995,0.029999999999999964,0.029999999999999992,0.027764686420407643,True,False,0.05999999999999997,True,0.10384736064307215,1.2101430968414206e-14
5,128,96,2,4,False,no_change,10,118,11,1.1719967005774379e-06,1.0004619045880063,0.8914710652475284,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.2101430968414206e-14
5,128,96,2,4,False,robust_projector_ridge,10,118,11,0.000723017001291737,2.3262376190364478,0.0031537780894863783,1.3361476967142973,1.9599262824689516e-16,1.0350014501943225e-16,1.358539955615371e-16,3.235385054210485e-17,1.0955834788350871e-16,1.681676908044492e-16,True,True,1.812207526010006e-16,False,0.33403692417857433,1.2101430968414206e-14
5,128,96,2,4,False,nominal_null_ridge,10,118,11,0.00034397699710098095,1.334678626034228,0.0008299933619726551,1.0743134705631623,0.35384425890111426,9.99585012992364e-17,0.07758840455191904,0.07758840455191894,0.07758840455191904,0.07180725740812538,False,False,0.15517680910383788,True,0.26857836764079057,1.2101430968414206e-14
5,128,96,4,2,False,nominal_null_ridge,12,116,13,0.0008208750004996546,1.336580313248313,0.00212129578246808,1.252569341952499,0.6179292842257332,8.308696181416872e-17,0.14552313053030577,0.1455231305303057,0.14552313053030574,0.14076370700472454,False,False,0.29104626106061143,True,0.31314233548812476,1.5654144647214707e-14
5,128,96,4,2,False,no_change,12,116,13,1.5130026440601796e-06,1.0000378732579676,0.792074150436756,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.5654144647214707e-14
5,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0007271530012076255,2.2893677801000547,0.00849003248423387,1.5362829809337002,1.4676773967602452e-16,1.0202204180450664e-16,1.2444809137949741e-16,2.242604957499076e-17,1.5355843621751437e-16,1.7946791716523264e-16,True,True,1.7530916331151828e-16,False,0.38407074523342505,1.5654144647214707e-14
5,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0005077240020909812,2.289367780100033,0.008490032484234161,1.536282980933691,1.4559930973846285e-16,1.1732054469525717e-16,1.3547040205092687e-16,1.8149857355669686e-17,1.4360338608593307e-16,1.6315753425832298e-16,True,True,1.5027276784611577e-16,False,0.3840707452334228,1.5654144647214707e-14
5,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.000384197999665048,0.8345706187555083,0.505079587589754,0.2582206699487501,0.12738784864796054,1.5222522832224545e-17,0.03,0.029999999999999985,0.02999999999999999,0.029018831540751508,True,False,0.059999999999999956,True,0.06455516748718752,1.5654144647214707e-14
5,128,96,4,4,False,no_change,20,108,21,1.3620010577142239e-06,1.000030946896202,0.8958371699803332,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1796119636642288e-14
5,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.00046026199925108813,0.739504710999779,0.5573907038447671,0.19187880371687058,0.12288766946417706,1.6646740732008866e-17,0.029999999999999992,0.029999999999999975,0.029999999999999978,0.025135291103921428,True,False,0.05999999999999996,True,0.047969700929217644,1.1796119636642288e-14
5,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0007684650008741301,2.7473702782861587,0.006797493503002748,1.6460893368609393,2.3598000885059233e-16,8.869595499790925e-17,1.3253257249688458e-16,4.383661749897533e-17,1.2197770754025476e-16,1.2054631535261077e-16,True,True,1.5311453011651018e-16,False,0.4115223342152348,1.1796119636642288e-14
5,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0004843280003115069,2.7473702782861604,0.006797493503002692,1.6460893368609406,2.7515985283934607e-16,1.1366079779363246e-16,1.741642488469845e-16,6.050345105335207e-17,1.4196144303538748e-16,1.5379475650849003e-16,True,True,1.848681387266587e-16,False,0.41152233421523515,1.1796119636642288e-14
5,128,96,4,4,False,nominal_null_ridge,20,108,21,0.0003490550006972626,0.4131792928950534,0.00024865736890250105,0.9000143279541926,0.5764089680789161,7.844830211369122e-17,0.14071606303355233,0.14071606303355225,0.1407160630335523,0.11789797357820316,False,False,0.2814321260671046,True,0.22500358198854814,1.1796119636642288e-14
5,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0008664519991725683,0.22112450092610111,0.05775509541910036,0.9766305391142412,0.5793237760424725,3.74475331731872e-17,0.14248310558145807,0.14248310558145805,0.14248310558145805,0.13605463623123581,False,False,0.28496621116291615,True,0.2441576347785603,7.216449660063518e-16
5,128,256,2,2,False,no_change,6,122,7,1.382002665195614e-06,1.0000000636127317,1.1472738801653637,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.216449660063518e-16
5,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0010180110002693255,0.8870888046761851,0.269194496444637,1.0027949665104525,6.742578469645606e-17,4.2073750163139715e-17,5.851384953532656e-17,1.644009937218684e-17,5.0659049208559155e-17,6.873533949014101e-17,True,True,5.411461472438368e-17,False,0.25069874162761313,7.216449660063518e-16
5,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0005627360005746596,0.887088804676185,0.269194496444637,1.0027949665104527,4.309823265763612e-17,2.60353041552843e-17,3.700182180353763e-17,1.0966517648253329e-17,4.337025524955775e-17,5.828774135717225e-17,True,True,6.972558035545383e-17,False,0.2506987416276132,7.216449660063518e-16
5,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0005871419998584315,0.682106788557902,0.7399459339065442,0.20563080832539088,0.12197736152892971,7.152448122690996e-18,0.03,0.029999999999999992,0.029999999999999995,0.028646477561535093,True,False,0.06000000000000002,True,0.05140770208134772,7.216449660063518e-16
5,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0005758160004916135,0.0666874430139002,0.015012010623780079,0.9813991058778012,0.6487067562679221,4.1957363356048215e-17,0.12084625106561149,0.12084625106561145,0.12084625106561142,0.10985376993100752,False,False,0.24169250213122295,True,0.2453497764694503,9.43689570931383e-16
5,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0005587909981841221,1.059785210175286,0.21498582830764035,1.0462422772226216,7.964312222563327e-17,3.7367087251761353e-17,6.032082362743627e-17,2.2953736375674917e-17,5.403461749976982e-17,9.341771812940339e-17,True,True,7.586316854459693e-17,False,0.2615605693056554,9.43689570931383e-16
5,128,256,2,4,False,no_change,10,118,11,1.2620002962648869e-06,1.000296501839419,1.0303739546961048,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.43689570931383e-16
5,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0010024180010077544,1.0597852101752863,0.2149858283076404,1.0462422772226219,1.7305982186184166e-16,4.654751537338637e-17,8.939036827830679e-17,4.284285290492042e-17,3.82033216616167e-17,7.601672282824506e-17,True,True,9.806517250683177e-17,False,0.26156056930565547,9.43689570931383e-16
5,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006532620027428493,0.5880647539065644,0.5924174426838487,0.2436316635122508,0.16104101299320836,6.087001062749907e-18,0.02999999999999999,0.02999999999999998,0.030000000000000002,0.02727112400152924,True,False,0.05999999999999999,True,0.0609079158780627,9.43689570931383e-16
5,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005561159996432252,0.3496426851753742,0.09104222143950436,0.9622754405917491,0.5125987024035563,4.7832856954613324e-17,0.11529092823591791,0.11529092823591787,0.11529092823591788,0.10980713589590811,False,False,0.2305818564718357,True,0.24056886014793727,7.771561172376096e-16
5,128,256,4,2,False,no_change,12,116,13,1.3220014807302505e-06,1.00105513470954,0.9534449936077347,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.771561172376096e-16
5,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0005991199977870565,0.6585986244906896,0.5665893749115536,0.25039492403669283,0.1333839644402812,9.445790594931092e-18,0.029999999999999992,0.02999999999999998,0.029999999999999992,0.02857305537636359,True,False,0.059999999999999956,True,0.06259873100917321,7.771561172376096e-16
5,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0005936329980613664,0.8672157454077343,0.21230103347847784,0.9376329242256491,1.0555118823797979e-16,6.141141616694865e-17,7.980572008090411e-17,1.8394303913955458e-17,9.271038071981242e-17,8.641030098560686e-17,True,True,8.644756691466612e-17,False,0.2344082310564123,7.771561172376096e-16
5,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0010114699980476871,0.8672157454077336,0.21230103347847784,0.9376329242256484,8.729813844092585e-17,5.434005713344058e-17,7.031361548814001e-17,1.5973558354699435e-17,5.887367546373022e-17,9.456331543244085e-17,True,True,6.693670422715949e-17,False,0.2344082310564121,7.771561172376096e-16
5,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006793309985368978,0.6258243866490744,0.49343904727636534,0.27426343093920463,0.15208325954578547,1.0860777868962657e-17,0.03000000000000003,0.03000000000000002,0.030000000000000006,0.02887887971323504,True,False,0.06000000000000003,True,0.06856585773480116,7.494005416219807e-16
5,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0005424659975687973,0.33833422618612424,0.09927384666400135,0.9487371633969849,0.5260892411632513,2.324141054432492e-17,0.10377655819604578,0.10377655819604575,0.1037765581960458,0.09989835803990474,False,False,0.20755311639209162,True,0.23718429084924622,7.494005416219807e-16
5,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0010862540002563037,0.8984468197235659,0.28815055559843633,0.8685985614079876,1.6281613329656138e-16,2.5977447852321035e-17,5.936290202710615e-17,3.338545417478511e-17,4.4065049511628685e-17,6.961084565449314e-17,True,True,6.887884435673084e-17,False,0.2171496403519969,7.494005416219807e-16
5,128,256,4,4,False,robust_projector_ridge,20,108,21,0.00110039399805828,0.8984468197235661,0.28815055559843633,0.8685985614079876,1.6846045730934533e-16,8.049191700748707e-17,1.1077365193609701e-16,3.028173492860994e-17,8.849215358738809e-17,1.1396816388292806e-16,True,True,1.016808821162557e-16,False,0.2171496403519969,7.494005416219807e-16
5,128,256,4,4,False,no_change,20,108,21,1.762997271725908e-06,1.0000047952678515,0.8718555989747498,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.494005416219807e-16
5,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.00033593500120332465,0.8078585198177208,0.8977852841170346,0.1422646190800743,0.19036319367404256,5.822478602598276e-18,0.03,0.029999999999999992,0.030000000000000002,0.02294650809216827,True,False,0.06,True,0.03556615477001857,0.0
5,64,96,4,16,True,nominal_null_ridge,64,0,65,0.0001608320017112419,0.524481459530608,0.05432530140750952,1.07107969935165,1.4332035158597705,2.1874030734153774e-17,0.22586354350313648,0.22586354350313645,0.2258635435031365,0.1727593209573507,False,False,0.451727087006273,True,0.2677699248379125,0.0
5,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0005762059990956914,1.0002173244642216,1.172440790741244,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
5,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0006279240005824249,1.0002173244642216,1.172440790741244,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
5,64,96,4,16,True,no_change,64,0,65,1.2519994925241917e-06,1.0002173244642216,1.172440790741244,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
6,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00019057700046687387,0.6844371871267944,0.6176746680558519,0.1966816735410977,0.12165159718827959,5.244670419506027e-18,0.030000000000000006,0.03,0.030000000000000002,0.0263167269649403,True,False,0.05999999999999999,True,0.049170418385274424,1.304512053934559e-15
6,64,96,2,2,False,nominal_null_ridge,6,58,7,0.0001227350003318861,0.18347877401927062,0.0363863744548215,0.9496910183115895,0.5874031226850813,2.0566717949150076e-17,0.1448570679534837,0.14485706795348366,0.1448570679534837,0.12707213020912111,False,False,0.28971413590696743,True,0.23742275457789738,1.304512053934559e-15
6,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00013389200103119947,1.570786892420047,0.17479098966250214,1.235731177751869,1.0249998085801316e-16,8.542522420166517e-17,1.0670800904322627e-16,2.1282784841561098e-17,5.742956581555481e-17,1.0270090413943892e-16,True,True,9.106885210113025e-17,False,0.30893279443796723,1.304512053934559e-15
6,64,96,2,2,False,no_change,6,58,7,1.2319978850428015e-06,1.0007021534418115,0.9562783292726001,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.304512053934559e-15
6,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00018116199862561189,1.5707868924200419,0.17479098966250206,1.2357311777518671,1.21126753410004e-16,5.553824967135427e-17,6.807341793828548e-17,1.253516826693121e-17,8.270465868445859e-17,1.196959198423997e-16,True,True,9.096243002534609e-17,False,0.3089327944379668,1.304512053934559e-15
6,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00015247999908751808,1.062253676040696,0.31215262573992414,0.9686336942770154,2.1736459424284732e-16,5.0235896646654495e-17,9.494088013011064e-17,4.4704983483456134e-17,9.094663450129527e-17,1.2800805487173241e-16,True,True,1.6871690798885644e-16,False,0.24215842356925385,1.1934897514720433e-15
6,64,96,2,4,False,no_change,10,54,11,8.71998054208234e-07,1.0026205901958458,0.9909525488863914,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1934897514720433e-15
6,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00016654100181767717,0.6753630918992005,0.6422126168576924,0.19804522916655853,0.12107844108397511,5.076104428597243e-18,0.029999999999999992,0.02999999999999999,0.029999999999999992,0.023505237403207226,True,False,0.059999999999999984,True,0.049511307291639634,1.1934897514720433e-15
6,64,96,2,4,False,robust_projector_ridge,10,54,11,0.0001982589965336956,1.0622536760406953,0.31215262573992414,0.9686336942770146,1.5692291385250223e-16,3.702578198638058e-17,7.744284038678988e-17,4.0417058400409306e-17,1.3716935801046041e-16,1.0739272905501452e-16,True,True,1.5240967412775692e-16,False,0.24215842356925366,1.1934897514720433e-15
6,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00011687499863910489,0.17706686766281896,0.014979422360544984,0.9885771947520549,0.6043840901165195,5.959602043214372e-17,0.1497502159853569,0.14975021598535684,0.14975021598535684,0.11733047926391242,False,False,0.29950043197071363,True,0.2471442986880137,1.1934897514720433e-15
6,64,96,4,2,False,nominal_null_ridge,12,52,13,0.00013002600098843686,0.8900202890967356,0.14498973584054994,1.068789625125674,0.4399758730381136,9.106885210113025e-17,0.1069385423044456,0.10693854230444551,0.10693854230444556,0.10263548931719485,False,False,0.21387708460889102,True,0.2671974062814185,8.049116928532385e-16
6,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00015442199946846813,1.1090006265344177,0.27068580839808126,0.9963488755295047,9.976711805217478e-17,5.1080537395697154e-17,6.789555858200935e-17,1.68150211863122e-17,8.529412358108327e-17,1.0980265196441253e-16,True,True,1.0665728315694919e-16,False,0.24908721888237617,8.049116928532385e-16
6,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00019505299860611558,0.743679006550907,0.5151822907879686,0.2998328578529472,0.1234286152280448,1.728826574228751e-17,0.029999999999999992,0.029999999999999975,0.029999999999999985,0.028792843189782702,True,False,0.05999999999999995,True,0.0749582144632368,8.049116928532385e-16
6,64,96,4,2,False,no_change,12,52,13,1.3320022844709456e-06,1.000029756844839,0.8512498589331683,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.049116928532385e-16
6,64,96,4,2,False,robust_projector_ridge,12,52,13,0.00021312999888323247,1.1090006265344177,0.2706858083980812,0.9963488755295051,1.2897071333514059e-16,6.539851424769407e-17,9.241112495308469e-17,2.7012610705390632e-17,9.931954708871952e-17,1.0313789089749287e-16,True,True,1.1457057334767184e-16,False,0.24908721888237628,8.049116928532385e-16
6,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00022919500042917207,0.8397771821690105,0.3175942159545397,1.0073251723694359,1.8776328291673477e-16,6.615303778957757e-17,9.745982144383472e-17,3.1306783654257145e-17,9.855916576860379e-17,1.2317758255107012e-16,True,True,8.341116186757555e-17,False,0.25183129309235897,4.0592529337857286e-16
6,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00012287500067031942,0.1520632243412401,0.020637965528492144,1.018378319774807,0.6813058370711301,4.1957363356048215e-17,0.1369785952648741,0.13697859526487405,0.13697859526487402,0.12473866206129475,False,False,0.27395719052974804,True,0.25459457994370177,4.0592529337857286e-16
6,64,96,4,4,False,no_change,20,44,21,9.71998815657571e-07,1.0000787956759625,1.1435760486872113,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.0592529337857286e-16
6,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00017793799997889437,0.6310727624203957,0.7091126068271079,0.2230373989028533,0.1492143723083952,8.194158731619071e-18,0.029999999999999985,0.029999999999999978,0.029999999999999992,0.02731930382701521,True,False,0.059999999999999984,True,0.05575934972571332,4.0592529337857286e-16
6,64,96,4,4,False,robust_projector_ridge,20,44,21,0.000271368000539951,0.8397771821690105,0.31759421595453957,1.0073251723694363,2.6301806178041857e-16,1.2101172845969818e-16,1.6841035434263022e-16,4.7398625882932055e-17,1.5379475650849003e-16,1.9478403400799703e-16,True,True,1.799101445940667e-16,False,0.2518312930923591,4.0592529337857286e-16
6,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.0002424750018690247,0.6052817497059788,0.37469639533200794,0.8060865718661708,4.489804724623828e-17,2.6020852139652106e-17,3.361285586703052e-17,7.592003727378418e-18,2.950305165397111e-17,4.694182240047171e-17,True,True,2.6037124201612567e-17,False,0.2015216429665427,5.551115123125783e-16
6,64,256,2,2,False,no_change,6,58,7,1.1419979273341596e-06,1.0000478519212774,1.0153129407615207,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.551115123125783e-16
6,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0005498070022440515,0.6052817497059788,0.3746963953320079,0.8060865718661706,1.649501525889001e-16,5.933667229953932e-17,8.174881625686565e-17,2.241214395732634e-17,8.137036622884064e-17,9.526775353142767e-17,True,True,6.379173236708763e-17,False,0.20152164296654265,5.551115123125783e-16
6,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.000649386001896346,0.6890747622693784,0.6916616515770536,0.17735278749677555,0.12131608097589457,3.2797395727382852e-18,0.030000000000000002,0.03,0.03,0.028716981409852016,True,False,0.05999999999999999,True,0.04433819687419389,5.551115123125783e-16
6,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00022117299886303954,0.08226341936665166,0.04298283169263306,0.9588625260478923,0.65589859340041,3.2177980731834366e-17,0.16219579171801718,0.16219579171801715,0.16219579171801718,0.15525911785075097,False,False,0.32439158343603436,True,0.2397156315119731,5.551115123125783e-16
6,64,256,2,4,False,robust_projector_ridge,10,54,11,0.0004168169980403036,0.587460820232089,0.42857118796031224,0.7528803741709351,7.35539322290556e-17,1.4039580886969463e-17,3.197283016666839e-17,1.7933249279698928e-17,4.5174718275949813e-17,5.981740983441598e-17,True,True,4.1290882848791764e-17,False,0.18822009354273378,2.3592239273284576e-16
6,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.0002919689977716189,0.6480362306900963,0.668110557881608,0.20024558953243446,0.14269402977908738,9.629277978792701e-18,0.030000000000000013,0.030000000000000002,0.03000000000000001,0.027148693741300467,True,False,0.06000000000000004,True,0.050061397383108615,2.3592239273284576e-16
6,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.000211959002626827,0.587460820232089,0.42857118796031224,0.7528803741709351,6.630033692778261e-17,2.645903162082087e-17,4.2289330790496235e-17,1.5830299169675365e-17,2.8402165379628977e-17,5.5006674267402097e-17,True,True,4.3268768675196214e-17,False,0.18822009354273378,2.3592239273284576e-16
6,64,256,2,4,False,no_change,10,54,11,1.6120029613375664e-06,1.0001393536947585,1.0394914733929141,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.3592239273284576e-16
6,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00020406600015121512,0.019589595722036803,0.011377595543844063,0.987948954687718,0.7040076033114997,1.2266347333466993e-17,0.14801059394035193,0.14801059394035193,0.14801059394035196,0.13394314284515324,False,False,0.2960211878807039,True,0.2469872386719295,2.3592239273284576e-16
6,64,256,4,2,False,robust_projector_ridge,12,52,13,0.0003344530014146585,0.6441301500472074,0.4103069231716963,0.7699692298098378,1.6830953971250425e-16,6.603352000850951e-17,9.638595041531206e-17,3.0352430406802555e-17,8.74445180232869e-17,9.526775353142767e-17,True,True,8.002322828458972e-17,False,0.19249230745245946,3.885780586188048e-16
6,64,256,4,2,False,nominal_null_ridge,12,52,13,0.0002029349998338148,0.315062699326642,0.16964837623122808,0.915270094835846,0.5366429737638989,7.77341958247138e-17,0.10965451654813836,0.10965451654813828,0.10965451654813835,0.10069413850746065,False,False,0.21930903309627664,True,0.2288175237089615,3.885780586188048e-16
6,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00023446199702448212,0.6441301500472073,0.4103069231716963,0.7699692298098376,1.6040463713822024e-16,8.528420021082405e-17,1.128829853748724e-16,2.7598785164048338e-17,1.0685460106123231e-16,1.389512421408389e-16,True,True,1.3681514522668158e-16,False,0.1924923074524594,3.885780586188048e-16
6,64,256,4,2,False,no_change,12,52,13,1.1610027286224067e-06,1.0024994994444663,0.9730136432168004,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.885780586188048e-16
6,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.00024065099933068268,0.6542797697666856,0.5968950738071954,0.250405580266466,0.14681829549491812,2.1351902234295566e-17,0.030000000000000002,0.02999999999999998,0.029999999999999992,0.02754856115660021,True,False,0.05999999999999998,True,0.0626013950666165,3.885780586188048e-16
6,64,256,4,4,False,no_change,20,44,21,9.81999619398266e-07,1.0021001362258875,0.9833170680939309,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.942890293094024e-16
6,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.000255623999692034,0.5805434704921564,0.41973265713865887,0.755305478739136,1.6089856127718807e-16,3.0199263850994176e-17,5.819018470214257e-17,2.7990920851148395e-17,4.654751537338637e-17,6.585098055769091e-17,True,True,6.664589960562512e-17,False,0.188826369684784,1.942890293094024e-16
6,64,256,4,4,False,nominal_null_ridge,20,44,21,0.0002774880013021175,0.28302335341024304,0.1809702688750601,0.919731845485643,0.48159961593770495,4.242986104350744e-17,0.09561813925477734,0.0956181392547773,0.09561813925477737,0.08133378952082301,False,False,0.1912362785095547,True,0.22993296137141075,1.942890293094024e-16
6,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002528299992263783,0.5934711457822146,0.5624715667765887,0.28856402749116167,0.15110091652833837,1.1995020155908367e-17,0.03,0.02999999999999999,0.029999999999999985,0.025518313832935003,True,False,0.059999999999999956,True,0.07214100687279042,1.942890293094024e-16
6,64,256,4,4,False,robust_projector_ridge,20,44,21,0.00039578500218340196,0.580543470492156,0.41973265713865887,0.7553054787391358,1.5817658809053884e-16,3.5635797410473837e-17,6.73258632955073e-17,3.169006588503346e-17,4.336808689942018e-17,6.025667557059452e-17,True,True,6.684877952577749e-17,False,0.18882636968478395,1.942890293094024e-16
6,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0007782700013194699,3.3165580776455648,0.0049749100060544425,1.7801056515513145,2.511159380178631e-16,7.72877227840136e-17,1.327951097066475e-16,5.5507386922633896e-17,1.5063154436343048e-16,1.5633939688022911e-16,True,True,1.22614398128331e-16,False,0.4450264128878286,2.4452662117369073e-14
6,128,96,2,2,False,no_change,6,122,7,2.183001925004646e-06,1.0007260304014927,1.3651640177442166,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.4452662117369073e-14
6,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0003419339991523884,3.31655807764557,0.004974910006054494,1.7801056515513127,1.838319226211272e-16,6.765421556309548e-17,1.0169773840476916e-16,3.404352284167368e-17,1.0270090413943892e-16,1.3632763462826172e-16,True,True,1.1617488092602122e-16,False,0.4450264128878282,2.4452662117369073e-14
6,128,96,2,2,False,nominal_null_ridge,6,122,7,0.00030837399754091166,1.561769799548756,0.0024343417550068457,1.3429137458949274,0.5080872498832486,1.0500451862475693e-16,0.11967647311777074,0.11967647311777063,0.11967647311777067,0.11582611053571217,False,False,0.2393529462355413,True,0.33572843647373185,2.4452662117369073e-14
6,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.00035138800012646243,0.8073305536134376,0.7743639200502207,0.33663602650791646,0.12736519634479504,2.110382192020081e-17,0.02999999999999999,0.029999999999999968,0.029999999999999975,0.029034807139176902,True,False,0.059999999999999956,True,0.08415900662697912,2.4452662117369073e-14
6,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0006343140012177173,2.073273202160114,0.0032564594322864824,1.4975280600966152,2.1314164137634219e-16,5.70681840311587e-17,8.964718403305762e-17,3.2579000001898917e-17,1.5063154436343048e-16,1.4687126231336601e-16,True,True,1.6059314424328598e-16,False,0.3743820150241538,1.4807599590938025e-14
6,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0007002429993008263,2.073273202160123,0.003256459432286462,1.4975280600966157,1.9793667294522139e-16,6.995582950221767e-17,1.0702668142944992e-16,3.707085192723225e-17,1.2949060065277905e-16,1.3247655120144353e-16,True,True,1.410683274285505e-16,False,0.3743820150241539,1.4807599590938025e-14
6,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0003632160005508922,0.7084335796676879,0.5545869414720568,0.2943899123030139,0.155546072642855,6.774311733017761e-18,0.03,0.029999999999999992,0.030000000000000006,0.02704512515718295,True,False,0.060000000000000005,True,0.07359747807575348,1.4807599590938025e-14
6,128,96,2,4,False,nominal_null_ridge,10,118,11,0.00036294599703978747,0.7874832451582207,0.000291335271506614,1.026054464954407,0.5421338696451317,3.1986720415755645e-17,0.10456076333535788,0.10456076333535785,0.10456076333535791,0.09426196436451131,False,False,0.2091215266707158,True,0.25651361623860175,1.4807599590938025e-14
6,128,96,2,4,False,no_change,10,118,11,1.4920005924068391e-06,1.0011737790479651,1.0818990748644441,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.4807599590938025e-14
6,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0004097259989066515,1.9725635962605488,0.004398362188365386,1.4843457101195734,1.24351703110263e-16,5.81277985305102e-17,8.04019197431207e-17,2.2274121212610508e-17,8.077648174435606e-17,1.3100608260763186e-16,True,True,1.0106160119614452e-16,False,0.37108642752989335,1.2573275753879898e-14
6,128,96,4,2,False,no_change,12,116,13,1.3219978427514434e-06,1.000106512460301,1.1143496514916944,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.2573275753879898e-14
6,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.00040636099947732873,0.6718790411686868,0.6404437623240576,0.2387463431837205,0.13714447567357466,2.7640351724063304e-17,0.030000000000000006,0.029999999999999978,0.029999999999999964,0.029060809932653614,True,False,0.059999999999999935,True,0.05968658579593013,1.2573275753879898e-14
6,128,96,4,2,False,nominal_null_ridge,12,116,13,0.0004826559998036828,0.36530950684981517,0.0002428441635065532,0.9782724633028781,0.5619548440259329,9.151796713722883e-17,0.12292617138224514,0.12292617138224504,0.12292617138224501,0.11907780340960765,False,False,0.24585234276449003,True,0.24456811582571952,1.2573275753879898e-14
6,128,96,4,2,False,robust_projector_ridge,12,116,13,0.000950649002334103,1.972563596260553,0.0043983621883653505,1.4843457101195747,2.0045112586428484e-16,1.3195662468764694e-16,1.6356593468025952e-16,3.1609309992612575e-17,1.431726634136599e-16,1.7222100179695842e-16,True,True,1.765331524462642e-16,False,0.3710864275298937,1.2573275753879898e-14
6,128,96,4,4,False,nominal_null_ridge,20,108,21,0.00033839900061138906,0.702009961389535,0.0009002903109522169,1.0489105833937875,0.5531085138274625,3.309641454705087e-17,0.10620902352060661,0.10620902352060659,0.10620902352060661,0.09239523330599415,False,False,0.21241804704121328,True,0.2622276458484469,1.429412144204889e-14
6,128,96,4,4,False,no_change,20,108,21,1.6129997675307095e-06,1.000035902694787,0.8220743357176716,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.429412144204889e-14
6,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.00045163899994804524,0.6897841126422702,0.42815051020350964,0.296277250828018,0.15623206828188627,1.4416220074117224e-17,0.030000000000000002,0.02999999999999999,0.029999999999999995,0.026098130905440727,True,False,0.05999999999999996,True,0.0740693127070045,1.429412144204889e-14
6,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0010040500019385945,2.5191666229655336,0.010041825249745027,1.5677648902001018,2.427099594062617e-16,9.545709009488038e-17,1.3654808008259558e-16,4.10909899877152e-17,7.83703449225051e-17,1.263016888940718e-16,True,True,1.0303731760112273e-16,False,0.39194122255002545,1.429412144204889e-14
6,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0005745739981648512,2.519166622965526,0.010041825249745055,1.5677648902001013,2.374245320427451e-16,8.29963667627602e-17,1.29679327855279e-16,4.66829610925188e-17,9.940377997573373e-17,1.2237223307796118e-16,True,True,1.7538732089438472e-16,False,0.39194122255002534,1.429412144204889e-14
6,128,256,2,2,False,robust_projector_ridge,6,122,7,0.001147825998486951,0.9076632950861783,0.26812921205945717,0.9300347139168411,4.330196049486336e-17,1.6139688601153955e-17,2.881196918286612e-17,1.2672280581712167e-17,2.0888836804026048e-17,3.8721654850494756e-17,True,True,3.127317220692751e-17,False,0.23250867847921028,9.992007221626409e-16
6,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0007234170006995555,0.6833026061661136,0.5884164330619,0.26158363905525484,0.13479713998079176,6.799007208194353e-18,0.029999999999999992,0.029999999999999985,0.029999999999999995,0.02766304871383889,True,False,0.05999999999999997,True,0.06539590976381371,9.992007221626409e-16
6,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0005605629994533956,0.5317661182069827,0.1376639341985621,0.9492043710725692,0.4891362278617944,1.815553110349446e-17,0.10886052061597783,0.10886052061597781,0.10886052061597778,0.10038046282712196,False,False,0.21772104123195551,True,0.2373010927681423,9.992007221626409e-16
6,128,256,2,2,False,no_change,6,122,7,1.1209995136596262e-06,1.0044304475946326,0.9897426459941716,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.992007221626409e-16
6,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.000588955997955054,0.9076632950861783,0.2681292120594571,0.9300347139168414,7.643189579048259e-17,2.280951116692211e-17,3.587348203671322e-17,1.3063970869791108e-17,4.5654567822990584e-17,6.185658453764176e-17,True,True,4.7987919865679677e-17,False,0.23250867847921036,9.992007221626409e-16
6,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.000647363001917256,0.6621352320263243,0.6936171162554674,0.1899172117278365,0.12831508207123518,3.556447555475522e-18,0.03000000000000001,0.030000000000000006,0.03,0.026096367499319,True,False,0.06000000000000001,True,0.04747930293195912,6.938893903907228e-16
6,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0005828260000271257,0.8892611621440751,0.31091977017331185,0.9833242391758293,1.2868575455613472e-16,7.577386519575497e-17,1.0328233852160223e-16,2.7508473325847253e-17,8.853889951181724e-17,1.201476041637533e-16,True,True,1.2467967898841417e-16,False,0.24583105979395733,6.938893903907228e-16
6,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0005481240004883148,0.03155975799019953,0.00920381956627671,1.0017893625845145,0.6768458904205852,1.0444418402013024e-17,0.1582462200456285,0.1582462200456285,0.15824622004562852,0.13765505045629414,False,False,0.3164924400912571,True,0.2504473406461286,6.938893903907228e-16
6,128,256,2,4,False,robust_projector_ridge,10,118,11,0.00120700399929774,0.8892611621440756,0.3109197701733118,0.98332423917583,1.4700122489250897e-16,1.2706183381304407e-16,1.4917506164649127e-16,2.2113227833447207e-17,1.0104671182572174e-16,1.5063154436343048e-16,True,True,1.371117578215917e-16,False,0.2458310597939575,6.938893903907228e-16
6,128,256,2,4,False,no_change,10,118,11,1.4319994079414755e-06,1.0000007305106167,1.0465763732092277,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.938893903907228e-16
6,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0010871740014408715,0.9490785665465257,0.24983840951997588,0.9697460386694827,1.3659917181069725e-16,4.503285146702156e-17,7.486381298696731e-17,2.983096151994575e-17,6.15108703960423e-17,5.253270007850794e-17,True,True,6.698448112664763e-17,False,0.24243650966737068,6.800116025829084e-16
6,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0005943340001977049,0.9490785665465251,0.24983840951997582,0.9697460386694822,9.44411819878438e-17,4.5334206091422086e-17,6.519737833473245e-17,1.986317224331036e-17,7.744816675575931e-17,7.209421815126639e-17,True,True,7.282514244745376e-17,False,0.24243650966737054,6.800116025829084e-16
6,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005972580001980532,0.7087780561474748,0.17897625384478436,0.99927843716934,0.384262466434931,1.1876231031693489e-16,0.08734480652052581,0.08734480652052569,0.08734480652052574,0.08096037978852055,False,False,0.1746896130410515,True,0.249819609292335,6.800116025829084e-16
6,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0006116900003689807,0.6651908891566549,0.5493031545277305,0.34321849585911396,0.1319812184865154,3.850188767672109e-17,0.030000000000000002,0.029999999999999964,0.02999999999999997,0.027807164391449545,True,False,0.059999999999999935,True,0.08580462396477849,6.800116025829084e-16
6,128,256,4,2,False,no_change,12,116,13,1.3220014807302505e-06,1.0025425644089154,1.0276827899514953,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.800116025829084e-16
6,128,256,4,4,False,no_change,20,108,21,1.8430000636726618e-06,1.0031520942008445,0.9068979068829582,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.828670879282072e-16
6,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0006522909970954061,0.42439953049870055,0.08371893052631393,0.8881733477837096,0.51367710474884,5.701513393149076e-17,0.09868854162596706,0.098688541625967,0.09868854162596702,0.08509974466520336,False,False,0.19737708325193404,True,0.2220433369459274,5.828670879282072e-16
6,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006121100013842806,0.660811784826588,0.4858333715316211,0.26999284815148555,0.15615098661474616,1.6485936359249614e-17,0.029999999999999992,0.029999999999999975,0.029999999999999985,0.025869187019016148,True,False,0.05999999999999996,True,0.06749821203787139,5.828670879282072e-16
6,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0012775310024153441,0.7396324055783959,0.24422694505431417,0.7561220933115548,1.2715113078886453e-16,8.150547070266537e-17,1.0075456312134131e-16,1.9249092418675946e-17,1.0732878681819782e-16,1.0698828809999301e-16,True,True,1.0702344114450988e-16,False,0.1890305233278887,5.828670879282072e-16
6,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006253100000321865,0.7396324055783959,0.2442269450543142,0.7561220933115548,1.225056469674075e-16,6.128878941486474e-17,7.920153264115031e-17,1.7912743226285568e-17,6.77556097860199e-17,9.002404263478273e-17,True,True,8.181409995976429e-17,False,0.1890305233278887,5.828670879282072e-16
6,64,96,4,16,True,nominal_null_ridge,64,0,65,0.0001443069995730184,0.2356872699699239,0.031077819696442095,0.9571159249432221,1.259621815510111,7.463470097835584e-17,0.21941576857497933,0.21941576857497924,0.21941576857497927,0.13312733696252463,False,False,0.4388315371499586,True,0.23927898123580552,0.0
6,64,96,4,16,True,no_change,64,0,65,1.0619987733662128e-06,1.0005236992063407,1.22692838630117,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
6,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.00024231399947893806,0.7870628811112494,0.924436907773039,0.1308633282593116,0.17222396872716147,1.3377600633337135e-17,0.030000000000000016,0.030000000000000002,0.03,0.018202065124188926,True,False,0.059999999999999984,True,0.0327158320648279,0.0
6,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0006107490007707383,1.0005236992063407,1.22692838630117,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
6,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0008519410002918448,1.0005236992063407,1.22692838630117,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
7,64,96,2,2,False,no_change,6,58,7,1.4729994290973991e-06,1.0005709448394973,0.8604355947742631,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.2351231148954867e-15
7,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00019855799837387167,1.021577089340677,0.2232844137457548,1.032491259368277,2.067754723176072e-16,1.6162047267328608e-16,1.8239299783931375e-16,2.077252516602767e-17,1.7402657376242655e-16,2.1297572503892905e-16,True,True,2.1121638573370074e-16,False,0.2581228148420692,1.2351231148954867e-15
7,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.0001567959989188239,1.0215770893406761,0.2232844137457549,1.0324912593682762,1.058572792226674e-16,5.04637588931047e-17,7.690210141046912e-17,2.6438342517364425e-17,6.628369094757308e-17,8.91021593784666e-17,True,True,1.142319031164589e-16,False,0.25812281484206906,1.2351231148954867e-15
7,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00011828800052171573,0.5762914330506352,0.1148293508011552,1.026323668828664,0.5161887588307071,4.2349997174859565e-17,0.12125680899150088,0.12125680899150083,0.12125680899150083,0.11853676607225659,False,False,0.2425136179830017,True,0.256580917207166,1.2351231148954867e-15
7,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.0001598210001247935,0.6977739748901961,0.5410584967528315,0.25392149373663647,0.12770963456581338,7.818293051731877e-18,0.029999999999999995,0.02999999999999999,0.02999999999999999,0.02932703748139168,True,False,0.05999999999999999,True,0.06348037343415912,1.2351231148954867e-15
7,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00015954999980749562,1.1753670350240142,0.24794235934116113,0.9845196906994087,1.183018686795374e-16,4.50360408193572e-17,6.692174253663091e-17,2.1885701717273706e-17,5.553824967135427e-17,9.000523778413571e-17,True,True,6.673614460242277e-17,False,0.24612992267485218,5.551115123125783e-16
7,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00012001000141026452,0.47905917614192406,0.09086858646778347,0.9725288518894833,0.5395283866547461,2.7240242454070943e-17,0.12909991281837108,0.12909991281837105,0.12909991281837102,0.09847835064637205,False,False,0.2581998256367421,True,0.24313221297237084,5.551115123125783e-16
7,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.0001663899965933524,0.7187615958430369,0.5267173971656466,0.22599446366576273,0.1253746129357503,6.789910782863801e-18,0.03,0.029999999999999992,0.029999999999999995,0.022884217772846965,True,False,0.060000000000000005,True,0.05649861591644068,5.551115123125783e-16
7,64,96,2,4,False,robust_projector_ridge,10,54,11,0.000219359000766417,1.1753670350240144,0.24794235934116116,0.9845196906994087,1.0684409720778062e-16,3.400456267939448e-17,5.369875331313981e-17,1.9694190633745333e-17,5.781055204231617e-17,8.874683222293322e-17,True,True,9.024314302204245e-17,False,0.24612992267485218,5.551115123125783e-16
7,64,96,2,4,False,no_change,10,54,11,1.2519994925241917e-06,1.0051472791892342,0.8248176429941895,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.551115123125783e-16
7,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00020886399943265133,0.6584815421022367,0.631595255314836,0.20804913167838393,0.1246144229242484,1.1107649934270853e-17,0.03000000000000001,0.03,0.029999999999999992,0.029642844922878685,True,False,0.06,True,0.05201228291959598,7.91033905045424e-16
7,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00015353100025095046,0.8584455273832977,0.20327048015536817,1.0286679803735659,1.7901304062911378e-16,1.088322983216908e-16,1.4145544090694746e-16,3.262314258525666e-17,9.959186318969168e-17,1.193812447098184e-16,True,True,1.2648025775023737e-16,False,0.25716699509339147,7.91033905045424e-16
7,64,96,4,2,False,no_change,12,52,13,9.71998815657571e-07,1.0002758705866028,0.9707213416380936,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.91033905045424e-16
7,64,96,4,2,False,nominal_null_ridge,12,52,13,0.0002561049986979924,0.1490390506814863,0.039784158500373396,1.0151322876469313,0.6080300513459805,6.359601310784502e-17,0.14637873459854517,0.1463787345985451,0.1463787345985451,0.14463607099039635,False,False,0.2927574691970903,True,0.2537830719117328,7.91033905045424e-16
7,64,96,4,2,False,robust_projector_ridge,12,52,13,0.0002515090018277988,0.8584455273832977,0.20327048015536817,1.028667980373566,2.0120549019379992e-16,7.277573322931826e-17,1.159077732596792e-16,4.313204003036093e-17,1.2118257228641695e-16,1.2686036456587156e-16,True,True,1.2982640824934818e-16,False,0.2571669950933915,7.91033905045424e-16
7,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00021176799782551825,0.7559383994159435,0.42735141840496654,0.817531381214643,1.548331809054956e-16,4.192148702340308e-17,7.126037116254923e-17,2.933888413914614e-17,7.152448122690996e-17,9.315965764157241e-17,True,True,9.953141288780062e-17,False,0.20438284530366074,6.106226635438361e-16
7,64,96,4,4,False,no_change,20,44,21,9.210016287397593e-07,1.0032761896773794,0.9767984544029403,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.106226635438361e-16
7,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00013851799667463638,0.26430210496856055,0.07327445939277728,0.9881050764895423,0.6866644074833751,5.605063087764203e-17,0.12089038875175617,0.12089038875175612,0.1208903887517562,0.11897004091323883,False,False,0.24178077750351237,True,0.24702626912238557,6.106226635438361e-16
7,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00019024600260308944,0.6371718407559077,0.5876485520058314,0.24520685722632057,0.17040173695530447,1.4539632184201917e-17,0.03000000000000001,0.029999999999999995,0.030000000000000002,0.02952344900409063,True,False,0.06000000000000001,True,0.06130171430658014,6.106226635438361e-16
7,64,96,4,4,False,robust_projector_ridge,20,44,21,0.00044692200026474893,0.7559383994159432,0.42735141840496665,0.8175313812146425,2.077634645335013e-16,8.039839784379823e-17,1.1308558910448368e-16,3.2687191260685455e-17,1.1080524985517892e-16,1.1060137617768168e-16,True,True,1.2003484242688457e-16,False,0.20438284530366063,6.106226635438361e-16
7,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00021514299805858172,0.5697625778782683,0.34434005720110866,0.8405853531813138,0.26228881313194574,1.5993360207877823e-17,0.05706920231898187,0.057069202318981854,0.057069202318981896,0.056510540528152936,False,False,0.11413840463796375,True,0.21014633829532844,5.551115123125783e-16
7,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00020507799854385667,0.5787470776938434,0.40041356761902147,0.7817995473589453,6.04116575071132e-17,3.64807851372056e-17,4.4815815589518474e-17,8.335030452312872e-18,4.5871875125396394e-17,6.251024956940594e-17,True,True,6.715230024820042e-17,False,0.19544988683973633,5.551115123125783e-16
7,64,256,2,2,False,robust_projector_ridge,6,58,7,0.00027185900034965016,0.5787470776938434,0.40041356761902136,0.7817995473589449,9.261824365166503e-17,9.193216120470599e-17,1.0732923850340974e-16,1.539707729870375e-17,9.929682037004617e-17,1.1346537043696617e-16,True,True,1.1421399638077283e-16,False,0.19544988683973621,5.551115123125783e-16
7,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.000257337000221014,0.5933363549287237,0.5252363890671794,0.44187687177558044,0.13787934777811256,1.7085044840333033e-17,0.03,0.02999999999999998,0.030000000000000023,0.029706324023398987,True,False,0.06000000000000002,True,0.11046921794389511,5.551115123125783e-16
7,64,256,2,2,False,no_change,6,58,7,1.0809999366756529e-06,1.0030526230353254,1.132727213680412,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.551115123125783e-16
7,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00024830300026223995,0.6404382483358592,0.3888398133011086,0.8153261992253531,7.801829242561532e-17,3.8321294114307615e-17,6.307886950328534e-17,2.4757575388977726e-17,6.338865679090208e-17,7.152448122690996e-17,True,True,6.628369094757308e-17,False,0.20383154980633827,3.885780586188048e-16
7,64,256,2,4,False,nominal_null_ridge,10,54,11,0.0003176179998263251,0.014362497100103124,0.009089631397988227,0.9971368949517063,0.7187385715004282,4.1957363356048215e-17,0.17125235555039794,0.1712523555503979,0.1712523555503979,0.12555776964830306,False,False,0.34250471110079583,True,0.24928422373792658,3.885780586188048e-16
7,64,256,2,4,False,no_change,10,54,11,1.0519979696255177e-06,1.0015675287921517,1.0320397589169084,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.885780586188048e-16
7,64,256,2,4,False,robust_projector_ridge,10,54,11,0.0003048780017707031,0.6404382483358592,0.3888398133011086,0.8153261992253533,9.079472408807232e-17,4.0049201387917773e-17,5.0724921297366256e-17,1.0675719909448486e-17,8.048987243822639e-17,7.390919609930284e-17,True,True,6.844055734107264e-17,False,0.20383154980633833,3.885780586188048e-16
7,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.00024061200019787066,0.6885055097237696,0.7079044733005646,0.1746785131942185,0.12590867480749665,2.4346314431595975e-18,0.029999999999999985,0.02999999999999998,0.02999999999999999,0.021995219145120475,True,False,0.05999999999999997,True,0.04366962829855463,3.885780586188048e-16
7,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00021832799757248722,0.18947248259072294,0.09765961921794782,0.9347949509802727,0.6490249841702984,4.85722573273506e-17,0.1357592756482737,0.13575927564827364,0.13575927564827361,0.13439934500021564,False,False,0.2715185512965473,True,0.23369873774506816,2.7755575615628914e-16
7,64,256,4,2,False,no_change,12,52,13,1.1109987099189311e-06,1.0007737919575643,0.9942667532583365,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.7755575615628914e-16
7,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00031497300005867146,0.6302816915133105,0.41486982688416957,0.7337107904781431,1.05141452497695e-16,3.756787906405246e-17,5.742765058888948e-17,1.9859771524837018e-17,4.8479236640649044e-17,7.007939324928157e-17,True,True,5.206002520051983e-17,False,0.18342769761953578,2.7755575615628914e-16
7,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00020754200158989988,0.6302816915133106,0.4148698268841696,0.7337107904781431,1.0863857252582082e-16,4.7602278834033854e-17,6.779488384208819e-17,2.019260500805434e-17,6.008984529276005e-17,7.617490580139285e-17,True,True,8.017350677993573e-17,False,0.18342769761953578,2.7755575615628914e-16
7,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.00023119799880078062,0.668543613584183,0.6447949923613319,0.206570404824967,0.14342113591968433,1.794935908809483e-17,0.03,0.02999999999999998,0.029999999999999978,0.02969948337417885,True,False,0.05999999999999995,True,0.05164260120624175,2.7755575615628914e-16
7,64,256,4,4,False,robust_projector_ridge,20,44,21,0.00044474800233729184,0.5565954868891709,0.41136130958804595,0.729268594931871,1.950663815100889e-16,3.2303402995844894e-17,7.160477624035053e-17,3.930137324450563e-17,6.130259717014297e-17,7.215941748203011e-17,True,True,1.0746975953422124e-16,False,0.18231714873296775,2.7755575615628914e-16
7,64,256,4,4,False,no_change,20,44,21,1.0609983291942626e-06,1.0000430410325136,0.9007337991686974,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.7755575615628914e-16
7,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002600009975139983,0.6657111297435014,0.5951567789535381,0.19942896199414326,0.13743201561580468,8.673617379884035e-18,0.029999999999999992,0.02999999999999998,0.029999999999999995,0.026915544745327247,True,False,0.05999999999999997,True,0.049857240498535814,2.7755575615628914e-16
7,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.0002424140002403874,0.5565954868891707,0.41136130958804595,0.7292685949318711,1.737525231285135e-16,8.317208771873548e-17,1.1399965961327952e-16,3.0827571894544035e-17,8.858887590385901e-17,1.0427838233278563e-16,True,True,1.1944376628965141e-16,False,0.18231714873296778,2.7755575615628914e-16
7,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00019165800040354952,0.10446862674808073,0.06604232899021661,0.9675041986044361,0.6667339126744607,5.67177649439248e-17,0.14554117750954088,0.14554117750954082,0.14554117750954085,0.13057733585152206,False,False,0.29108235501908164,True,0.24187604965110904,2.7755575615628914e-16
7,128,96,2,2,False,no_change,6,122,7,1.3619974197354168e-06,1.0036054527820395,0.7791239779414134,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.2961853812498703e-14
7,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.00043420200017862953,1.6722721220316428,0.0014443076174819448,1.2420077270559684,9.598346112431189e-17,1.179739509965479e-16,1.3278658462452021e-16,1.481263362797233e-17,1.214925819315949e-16,1.3812582492635493e-16,True,True,1.3130149377598058e-16,False,0.3105019317639921,1.2961853812498703e-14
7,128,96,2,2,False,nominal_null_ridge,6,122,7,0.00031841900272411294,0.5793830846642797,0.0004275420481513314,0.9229494139876245,0.4712754863121755,2.5033568429418485e-17,0.1068265176248714,0.10682651762487137,0.1068265176248714,0.09944448233969105,False,False,0.2136530352497428,True,0.23073735349690613,1.2961853812498703e-14
7,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0006161269993754104,1.6722721220316423,0.0014443076174819197,1.2420077270559693,1.6040222543736891e-16,6.693875100596387e-17,9.298960262826255e-17,2.605085162229868e-17,7.49151535309508e-17,1.146624661167768e-16,True,True,1.1612286112669096e-16,False,0.3105019317639923,1.2961853812498703e-14
7,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.0003603410004870966,0.720609705553873,0.4066153713307698,0.2591910981958499,0.13234789361020585,7.672597805774792e-18,0.029999999999999995,0.02999999999999999,0.029999999999999992,0.027926909315409067,True,False,0.05999999999999999,True,0.06479777454896248,1.2961853812498703e-14
7,128,96,2,4,False,no_change,10,118,11,1.8730024748947471e-06,1.0001515173257967,1.0117704705144484,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.2906342661267445e-14
7,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0004397609991428908,2.352100651086035,0.0034668760157993105,1.5314069569881075,1.1185894882272664e-16,8.507222589742589e-17,1.0203280564125023e-16,1.6960579743824335e-17,7.067933836950176e-17,9.16617116488085e-17,True,True,8.777083671441753e-17,False,0.38285173924702687,1.2906342661267445e-14
7,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0006495369998447131,2.3521006510860563,0.0034668760157991843,1.5314069569881108,1.9888810667783054e-16,1.041412166211372e-16,1.452083386498092e-16,4.1067122028672e-17,1.0888758524337804e-16,1.337538172316385e-16,True,True,1.405554277061533e-16,False,0.3828517392470277,1.2906342661267445e-14
7,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0003706679999595508,0.689754319414889,0.5358424591756116,0.2865944299915675,0.15580745672536445,1.301765207764215e-17,0.030000000000000013,0.03,0.03,0.02673852021303932,True,False,0.060000000000000005,True,0.07164860749789187,1.2906342661267445e-14
7,128,96,2,4,False,nominal_null_ridge,10,118,11,0.00036285600072005764,0.7118993200159544,0.0010753882042962473,1.0400999141969811,0.565451751368893,4.9065389333867974e-18,0.10887510070180892,0.10887510070180892,0.10887510070180889,0.09703863602706697,False,False,0.21775020140361778,True,0.2600249785492453,1.2906342661267445e-14
7,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0007240089980768971,2.4378737781469417,0.004598696310282811,1.4519903748916299,2.1734666912277255e-16,1.0013427371767394e-16,1.3977077141217389e-16,3.963649769449994e-17,1.0666786301213321e-16,1.4954885983917356e-16,True,True,1.6336822229997407e-16,False,0.36299759372290746,1.0581813203458523e-14
7,128,96,4,2,False,nominal_null_ridge,12,116,13,0.00032506899879081175,1.186090543750911,0.001395235355789202,1.1670306488904045,0.5330117037463797,5.3467768432952233e-17,0.12061551259801385,0.1206155125980138,0.12061551259801385,0.1200794251167668,False,False,0.24123102519602768,True,0.29175766222260113,1.0581813203458523e-14
7,128,96,4,2,False,no_change,12,116,13,1.2919990695081651e-06,1.0006261944100525,1.158301027922575,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.0581813203458523e-14
7,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0003865309990942478,0.7721343239846751,0.6594604844924042,0.29026879472291567,0.13257292339903137,1.4649172286723805e-17,0.030000000000000006,0.029999999999999992,0.029999999999999995,0.029866662056223136,True,False,0.059999999999999984,True,0.07256719868072892,1.0581813203458523e-14
7,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0003745239991985727,2.437873778146958,0.00459869631028274,1.4519903748916319,1.4274640554027233e-16,7.402616121945881e-17,1.0221359360255962e-16,2.818743238310081e-17,9.346426439394228e-17,1.0627216740289188e-16,True,True,7.465359855070995e-17,False,0.36299759372290796,1.0581813203458523e-14
7,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0004471320025913883,2.0452970850734435,0.0073591475857168595,1.4079785323192495,2.7764925284614356e-16,8.20471023787008e-17,1.3483502969701834e-16,5.2787927318317544e-17,1.1705206531707297e-16,1.3816122330301254e-16,True,True,1.7616840752774594e-16,False,0.3519946330798124,7.417677583276827e-15
7,128,96,4,4,False,nominal_null_ridge,20,108,21,0.0003866520019073505,0.6794773033217231,0.0005328294329812194,0.9749263821433182,0.48475936050806545,6.440160904563896e-17,0.09388593185403467,0.0938859318540346,0.0938859318540346,0.08721482832893009,False,False,0.18777186370806923,True,0.24373159553582954,7.417677583276827e-15
7,128,96,4,4,False,no_change,20,108,21,1.2119999155402184e-06,1.0006903169342571,1.0887156736127463,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.417677583276827e-15
7,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0007495970021409448,2.0452970850734356,0.007359147585716915,1.4079785323192475,3.3443298173853106e-16,1.1077808837668403e-16,1.6837819596610076e-16,5.760010758941672e-17,1.564067513748704e-16,1.8143623683739622e-16,True,True,1.8975607957304537e-16,False,0.3519946330798119,7.417677583276827e-15
7,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.00042825399941648357,0.6971702754075949,0.5085277949286263,0.3115247501592822,0.1548984020082131,2.3278807867437597e-17,0.03,0.029999999999999975,0.02999999999999997,0.02786833765399181,True,False,0.059999999999999956,True,0.07788118753982055,7.417677583276827e-15
7,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0006089060007070657,0.09217392606847798,0.019877207408928187,0.9771007552813422,0.6368420048989176,5.728692825068992e-17,0.158618076126276,0.15861807612627593,0.1586180761262759,0.1514753271647506,False,False,0.31723615225255186,True,0.24427518882033555,5.065392549852277e-16
7,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0005975390013190918,0.6780621408713978,0.6493931737805013,0.18480253558934953,0.12044818985042925,4.4889767106737215e-18,0.030000000000000006,0.030000000000000002,0.030000000000000013,0.02864906652457963,True,False,0.05999999999999998,True,0.04620063389733738,5.065392549852277e-16
7,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0005795009965368081,1.0902553504196912,0.2537226041381645,0.9672772937710126,1.5060322471979316e-16,3.861951879973802e-17,6.700233226681103e-17,2.838281346707301e-17,5.2287757537917405e-17,7.105123530974952e-17,True,True,8.440191849169776e-17,False,0.24181932344275314,5.065392549852277e-16
7,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0009524220004095696,1.0902553504196921,0.2537226041381645,0.9672772937710129,1.4625051845797626e-16,7.767610574623728e-17,1.0870642472175554e-16,3.103031897551826e-17,9.669761840912928e-17,1.1175889519610105e-16,True,True,1.197461911255243e-16,False,0.24181932344275323,5.065392549852277e-16
7,128,256,2,2,False,no_change,6,122,7,1.2519994925241917e-06,1.0000004549543877,0.9728557636927204,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.065392549852277e-16
7,128,256,2,4,False,nominal_null_ridge,10,118,11,0.000575915997615084,0.08609391811303656,0.0228685304742285,0.9860368345552175,0.6819499109780901,7.58061257630534e-17,0.15509830735253305,0.15509830735253297,0.15509830735253297,0.1320202804066523,False,False,0.310196614705066,True,0.24650920863880438,6.106226635438361e-16
7,128,256,2,4,False,robust_projector_ridge,10,118,11,0.001003348999802256,0.8626961560963597,0.24219730517625732,0.8989427593504214,8.64466050752059e-17,1.2509268882771003e-17,2.9100846530347745e-17,1.6591577647576744e-17,4.446445162750826e-17,4.97052010033583e-17,True,True,4.888104783303458e-17,False,0.22473568983760536,6.106226635438361e-16
7,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0005693160019291099,0.8626961560963595,0.24219730517625737,0.8989427593504214,9.455195731757427e-17,6.2546344413855015e-18,2.6110231972630583e-17,1.985559753124508e-17,5.2222092010065116e-17,5.343962009278975e-17,True,True,7.176075286730399e-17,False,0.22473568983760536,6.106226635438361e-16
7,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.000612630999967223,0.6760668784845544,0.613138929748376,0.19072487341476718,0.13190664475042432,1.6371811807936773e-17,0.02999999999999999,0.02999999999999997,0.029999999999999975,0.025536116285248975,True,False,0.059999999999999956,True,0.047681218353691796,6.106226635438361e-16
7,128,256,2,4,False,no_change,10,118,11,1.5120021998882294e-06,1.0005619113467257,0.9255290067462243,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.106226635438361e-16
7,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005646989993692841,0.2895597890056737,0.08820048912794515,0.9556126096168374,0.5661322534545398,7.026700813074277e-17,0.12984721750928166,0.12984721750928158,0.12984721750928163,0.12673724617062054,False,False,0.25969443501856315,True,0.23890315240420934,8.881784197001252e-16
7,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0005952150022494607,0.6791154377936922,0.6564739820688938,0.22078546493655796,0.13079962689552554,1.7739880146216965e-17,0.029999999999999995,0.029999999999999978,0.02999999999999999,0.029281469853959984,True,False,0.05999999999999997,True,0.05519636623413949,8.881784197001252e-16
7,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0005967270008113701,0.8583352584112106,0.2511654370737766,0.9736234396143638,1.190286109828e-16,5.491845214102262e-17,7.988246876922414e-17,2.4964016628201517e-17,7.409345947507296e-17,8.254190001063689e-17,True,True,6.388518127120704e-17,False,0.24340585990359095,8.881784197001252e-16
7,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0009835290002229158,0.858335258411211,0.25116543707377664,0.9736234396143642,1.1980782319246485e-16,4.312944795050385e-17,6.527610832447185e-17,2.2146660373967993e-17,5.682543445925298e-17,7.084811160192792e-17,True,True,8.489517632799645e-17,False,0.24340585990359104,8.881784197001252e-16
7,128,256,4,2,False,no_change,12,116,13,1.491996954428032e-06,1.0007232213062747,1.043773504880322,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.881784197001252e-16
7,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0007588309999846388,0.6474673541261955,0.6413642703370408,0.21543372634613317,0.146335268036909,1.4306539636305373e-17,0.030000000000000002,0.02999999999999999,0.029999999999999995,0.025101182380171005,True,False,0.05999999999999998,True,0.05385843158653329,8.881784197001252e-16
7,128,256,4,4,False,no_change,20,108,21,1.1609990906435996e-06,1.0000063869382583,1.0193355715332943,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.881784197001252e-16
7,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0006609129995922558,0.15239332638494907,0.03871359001728765,0.9871990134053958,0.6705636795250266,5.4966376997738136e-17,0.13747137416440763,0.13747137416440758,0.1374713741644076,0.11502313449845085,False,False,0.27494274832881516,True,0.24679975335134896,8.881784197001252e-16
7,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0007705690004513599,0.9095384119384856,0.2861483527149862,0.9156417409301357,1.580345361804001e-16,3.974750819240313e-17,7.474755182896286e-17,3.5000043636559725e-17,5.631843283652989e-17,6.530030066925315e-17,True,True,8.05106078046756e-17,False,0.22891043523253393,8.881784197001252e-16
7,128,256,4,4,False,robust_projector_ridge,20,108,21,0.00109451599928434,0.9095384119384865,0.2861483527149862,0.9156417409301363,1.4940226888428492e-16,7.892991815694472e-17,1.0315653900028873e-16,2.4226620843344012e-17,1.0706209616219065e-16,1.1098502675518225e-16,True,True,1.2456232622454378e-16,False,0.22891043523253407,8.881784197001252e-16
7,64,96,4,16,True,no_change,64,0,65,1.0520016076043248e-06,1.0005978451647137,1.4132553279939941,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
7,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0005609729996649548,1.0005978451647137,1.4132553279939941,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
7,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0006325309987005312,1.0005978451647137,1.4132553279939941,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
7,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.0003243380015192088,0.7856644404739263,1.0912335044208568,0.13455341770694415,0.17111793344923135,6.269651592512721e-18,0.030000000000000006,0.03,0.029999999999999995,0.018538507773450872,True,False,0.059999999999999984,True,0.03363835442673604,0.0
7,64,96,4,16,True,nominal_null_ridge,64,0,65,0.00012581999908434227,0.277390899848582,0.053057373951447995,1.0561475149777815,1.3431526546145252,3.8983061664562125e-17,0.2354784143673093,0.23547841436730926,0.23547841436730935,0.14551394717427496,False,False,0.4709568287346187,True,0.26403687874444537,0.0
8,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00013894899893784896,1.0352926156501492,0.198521679930026,1.024744892643312,6.60350715868248e-17,5.485677294651095e-17,6.641848803609405e-17,1.1561715089583098e-17,5.961495282646855e-17,9.194034422677078e-17,True,True,6.714634831817662e-17,False,0.256186223160828,5.412337245047638e-16
8,64,96,2,2,False,no_change,6,58,7,1.1709998943842947e-06,1.00069240950912,1.0282805681160039,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.412337245047638e-16
8,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00019021600019186735,1.035292615650149,0.198521679930026,1.0247448926433118,1.1327890057706781e-16,7.64066433232334e-17,9.24573984329387e-17,1.605075510970529e-17,1.2855693810632302e-16,1.5960398735639188e-16,True,True,1.4719616800160392e-16,False,0.25618622316082795,5.412337245047638e-16
8,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00012550899919006042,0.3180420739088711,0.03644906273182547,0.9697979569928353,0.5900174580748876,1.962615573354719e-17,0.14010492242949718,0.14010492242949715,0.14010492242949718,0.13482346916364152,False,False,0.28020984485899436,True,0.24244948924820883,5.412337245047638e-16
8,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00016923500152188353,0.6951217353958493,0.6521686390782228,0.2076582193207776,0.12633762922322578,8.641030098560686e-18,0.03,0.029999999999999992,0.029999999999999975,0.02886910755719235,True,False,0.06,True,0.0519145548301944,5.412337245047638e-16
8,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0001590589999977965,1.163222353768228,0.15283774421771543,0.9040068201410979,6.406665670184577e-17,2.722189631084451e-17,3.601653590914158e-17,8.794639598297065e-18,4.153385931645076e-17,6.476817243151492e-17,True,True,5.957076787997942e-17,False,0.22600170503527447,7.216449660063518e-16
8,64,96,2,4,False,no_change,10,54,11,1.18200114229694e-06,1.000033194693798,0.7185025438914053,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.216449660063518e-16
8,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00017649499932304025,0.5652150016842185,0.05863654745632202,0.8681947122402444,0.45948463893032754,1.49226555887273e-17,0.10165155886206916,0.10165155886206914,0.10165155886206914,0.08543870803397086,False,False,0.20330311772413825,True,0.2170486780600611,7.216449660063518e-16
8,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00023894900004961528,1.16322235376823,0.15283774421771543,0.9040068201410987,1.0166644370194104e-16,5.34184991038509e-17,7.13370825959292e-17,1.7918583492078293e-17,6.958382176060062e-17,6.671923296353086e-17,True,True,7.22986461815744e-17,False,0.22600170503527467,7.216449660063518e-16
8,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00019234900173614733,0.7086186373614609,0.389625438119711,0.256226679244033,0.13560578236300383,1.2266347333466993e-18,0.03,0.03,0.03000000000000001,0.0252151690511414,True,False,0.06000000000000001,True,0.06405666981100824,7.216449660063518e-16
8,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00031524400037596934,0.6595205228099497,0.7854962682465697,0.21347931354299257,0.141294898827966,1.2732799411967892e-17,0.029999999999999992,0.029999999999999978,0.029999999999999985,0.02914603930570252,True,False,0.059999999999999956,True,0.05336982838574814,1.1934897514720433e-15
8,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.0001677129985182546,1.0269855574877684,0.29759387576569934,1.0271104380271194,1.6893974794202927e-16,8.43953027451523e-17,1.1858535228014005e-16,3.4190049534987756e-17,1.0388897406130217e-16,1.5762733606058517e-16,True,True,1.8664407353433072e-16,False,0.25677760950677986,1.1934897514720433e-15
8,64,96,4,2,False,nominal_null_ridge,12,52,13,0.00011767700198106468,0.18550086279889366,0.035523819560812235,1.0097217273057302,0.6683014243219881,4.4977536148516674e-17,0.14189502166012669,0.14189502166012663,0.14189502166012663,0.1378559292863188,False,False,0.28379004332025326,True,0.25243043182643254,1.1934897514720433e-15
8,64,96,4,2,False,no_change,12,52,13,9.609975677449256e-07,1.001275881017335,1.2360868463711732,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1934897514720433e-15
8,64,96,4,2,False,robust_projector_ridge,12,52,13,0.00020723099805763923,1.0269855574877669,0.29759387576569934,1.027110438027119,1.702009305143261e-16,1.0357185646414893e-16,1.3649638953339292e-16,3.292453306924401e-17,1.117870802247447e-16,1.4362433995121358e-16,True,True,1.4336104857858325e-16,False,0.25677760950677975,1.1934897514720433e-15
8,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.0002029450006375555,0.7126613133023838,0.7419800677697763,0.20687067225467332,0.13572745646232437,1.647131130692951e-17,0.029999999999999985,0.029999999999999968,0.029999999999999985,0.026066788937502826,True,False,0.05999999999999997,True,0.05171766806366833,3.608224830031759e-16
8,64,96,4,4,False,robust_projector_ridge,20,44,21,0.0002628350011946168,1.0918375552282535,0.2652092452615568,0.9628176926048873,2.7474735571010035e-16,8.647557378931384e-17,1.4281102258652957e-16,5.633544879721572e-17,1.1129640277756033e-16,1.1998469208317613e-16,True,True,1.8763903324156505e-16,False,0.2407044231512218,3.608224830031759e-16
8,64,96,4,4,False,nominal_null_ridge,20,44,21,0.0003828449989669025,0.3523263031881308,0.06232394023326099,1.0284186794983727,0.6747435488333373,8.049191700748707e-17,0.1491393634906806,0.14913936349068052,0.14913936349068063,0.12958614367950286,False,False,0.29827872698136115,True,0.2571046698745932,3.608224830031759e-16
8,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00020793200019397773,1.091837555228253,0.26520924526155676,0.9628176926048869,1.672636891490879e-16,5.96906223549092e-17,9.335927043011535e-17,3.366864807520615e-17,9.93498412932028e-17,9.283607327506308e-17,True,True,1.5627923440835202e-16,False,0.24070442315122173,3.608224830031759e-16
8,64,96,4,4,False,no_change,20,44,21,1.1919983080588281e-06,1.0079678313012308,1.1220309841053961,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.608224830031759e-16
8,64,256,2,2,False,no_change,6,58,7,9.609975677449256e-07,1.0000021637199124,0.8969019503549457,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.771561172376096e-16
8,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00021646499953931198,0.6281325831472823,0.3391904463437604,0.757943940445899,5.4389358093057764e-17,3.434577253370758e-17,3.998524255666692e-17,5.63947002295934e-18,2.7428386473255476e-17,5.162988504221838e-17,True,True,3.316918933957369e-17,False,0.18948598511147474,7.771561172376096e-16
8,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.0002411619971098844,0.6888732963962279,0.6133554859397705,0.18895215009257765,0.12175679831827294,6.5627824140473084e-18,0.03,0.029999999999999992,0.029999999999999992,0.02843881349709029,True,False,0.05999999999999999,True,0.04723803752314441,7.771561172376096e-16
8,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0003804119987762533,0.6281325831472822,0.3391904463437603,0.7579439404458993,7.770877463921911e-17,2.05117755946752e-17,4.4037392223089396e-17,2.3525616628414192e-17,2.1036875081569858e-17,4.9629465471018206e-17,True,True,6.736028647633581e-17,False,0.18948598511147483,7.771561172376096e-16
8,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00020058099835296161,0.1680687459492742,0.10032063503511424,0.9461022694382797,0.609648438252844,4.5236053827798003e-17,0.1502129934443298,0.15021299344432976,0.15021299344432987,0.1423959768467647,False,False,0.30042598688865957,True,0.23652556735956992,7.771561172376096e-16
8,64,256,2,4,False,robust_projector_ridge,10,54,11,0.00029705600172746927,0.6516785243716481,0.42695505694504376,0.7772638991971398,4.975491706257147e-17,3.469446951953614e-17,4.6569528353691864e-17,1.1875058834155722e-17,3.3682237275240583e-17,3.964416970527172e-17,True,True,4.583085582440425e-17,False,0.19431597479928495,4.163336342344337e-16
8,64,256,2,4,False,no_change,10,54,11,1.0119983926415443e-06,1.000023841266817,0.962739750823179,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.163336342344337e-16
8,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.00024830300026223995,0.5785505428840487,0.5535713358067704,0.25600806144746835,0.1567232425609574,1.939479807224432e-17,0.029999999999999995,0.029999999999999975,0.029999999999999975,0.028456930310546146,True,False,0.059999999999999935,True,0.06400201536186709,4.163336342344337e-16
8,64,256,2,4,False,nominal_null_ridge,10,54,11,0.000251047000347171,0.08244483542296464,0.056147821565159656,0.9770239433542878,0.5981153858844291,9.257639144254436e-17,0.11449138802468162,0.11449138802468152,0.11449138802468155,0.10860244833920202,False,False,0.22898277604936296,True,0.24425598583857194,4.163336342344337e-16
8,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0002271210032631643,0.6516785243716481,0.42695505694504376,0.7772638991971403,1.0171557594564637e-16,2.0857299665879863e-17,4.4676643593366336e-17,2.3819343927486474e-17,3.029564307160424e-17,4.310927451113047e-17,True,True,4.2668555758937507e-17,False,0.19431597479928508,4.163336342344337e-16
8,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00031866899735177867,0.63752380600792,0.44184195895038125,0.8200974903537059,2.3516382610882384e-16,1.4532645272903968e-16,1.8964937681569455e-16,4.432292408665487e-17,1.5052162713840483e-16,1.7843214226464774e-16,True,True,2.118352371637509e-16,False,0.20502437258842648,3.3306690738754696e-16
8,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.000465950997750042,0.6485583165867169,0.6900932537905083,0.23913499092386087,0.14279338180062506,1.7129021862477814e-17,0.02999999999999999,0.02999999999999997,0.029999999999999975,0.028140795576142463,True,False,0.05999999999999994,True,0.05978374773096522,3.3306690738754696e-16
8,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00032870399809326045,0.6375238060079204,0.44184195895038136,0.8200974903537059,1.1406136645117319e-16,4.513824152969691e-17,6.717253482616706e-17,2.2034293296470154e-17,5.497321999521224e-17,7.921059680970118e-17,True,True,6.099347933576486e-17,False,0.20502437258842648,3.3306690738754696e-16
8,64,256,4,2,False,no_change,12,52,13,1.0110015864484012e-06,1.000282418222257,1.1593323846579833,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.3306690738754696e-16
8,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00023285000133910216,0.24705795344598389,0.12359310217574088,0.9108596666513039,0.5438966988663803,6.527725485922918e-17,0.11426930828470637,0.1142693082847063,0.11426930828470629,0.10718764150223749,False,False,0.22853861656941257,True,0.22771491666282598,3.3306690738754696e-16
8,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00021108699729666114,0.0993966218569919,0.049114351660035124,0.928129817374963,0.6351300973763214,3.974040978924047e-17,0.11390070682446442,0.11390070682446438,0.11390070682446442,0.10312575545705505,False,False,0.22780141364892884,True,0.23203245434374076,3.0531133177191805e-16
8,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002563250018283725,0.5981608498827001,0.579688970215831,0.2444576095928878,0.16728520351198656,1.1910936705429253e-17,0.030000000000000023,0.030000000000000013,0.03000000000000001,0.027162014617517265,True,False,0.06000000000000001,True,0.06111440239822195,3.0531133177191805e-16
8,64,256,4,4,False,no_change,20,44,21,9.609975677449256e-07,1.0050220322637256,1.020794644370743,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.0531133177191805e-16
8,64,256,4,4,False,robust_projector_ridge,20,44,21,0.000648934998025652,0.6324993061308039,0.4080565881070445,0.7560883923416267,1.664711233447908e-16,5.466443706230149e-17,8.410103559234216e-17,2.943659853004067e-17,8.95359335323638e-17,1.044333788904546e-16,True,True,1.0153372450400394e-16,False,0.18902209808540668,3.0531133177191805e-16
8,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00024867400134098716,0.6324993061308036,0.4080565881070445,0.7560883923416267,1.686448859974377e-16,7.827429102573778e-17,1.0602503155409412e-16,2.7750740528356336e-17,9.18257155581723e-17,1.1705527887018529e-16,True,True,9.412080143005795e-17,False,0.18902209808540668,3.0531133177191805e-16
8,128,96,2,2,False,nominal_null_ridge,6,122,7,0.00036202399860485457,1.016805792814982,0.0010860795390212547,1.1462328708044711,0.5102779988902654,5.656502084672294e-17,0.12672762056585626,0.1267276205658562,0.12672762056585624,0.1178663200523713,False,False,0.25345524113171236,True,0.2865582177011178,1.509903313490213e-14
8,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.00037947099917801097,2.4160670534209583,0.0034181019612715175,1.483018674136945,5.334553904051639e-17,4.531083108233808e-17,5.758270491845043e-17,1.227187383611235e-17,7.337285634122434e-17,1.146099649848501e-16,True,True,6.481461788203845e-17,False,0.3707546685342363,1.509903313490213e-14
8,128,96,2,2,False,robust_projector_ridge,6,122,7,0.000626812001428334,2.4160670534209485,0.003418101961271532,1.4830186741369447,6.193740431501669e-17,6.754849274522557e-17,9.382480615719605e-17,2.6276313411970477e-17,3.227937720230791e-17,9.770051323749143e-17,True,True,4.696585610239641e-17,False,0.37075466853423616,1.509903313490213e-14
8,128,96,2,2,False,no_change,6,122,7,1.8030004866886884e-06,1.000487870954876,1.2871440361474888,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.509903313490213e-14
8,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.0005565959982050117,0.767946255325465,0.7550706231730199,0.27134563065724354,0.12079718610950095,1.0045705053309767e-17,0.02999999999999999,0.029999999999999978,0.03,0.02790228038514776,True,False,0.059999999999999984,True,0.06783640766431089,1.509903313490213e-14
8,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0008036780018301215,1.8782937370466932,0.002849501572065828,1.195108351937245,1.712432150611408e-16,9.663909425375914e-17,1.3914858390329058e-16,4.2509489649531433e-17,1.1951981613155443e-16,1.448328642602828e-16,True,True,1.3817794077704163e-16,False,0.29877708798431124,1.7569279364693102e-14
8,128,96,2,4,False,nominal_null_ridge,10,118,11,0.00034482800037949346,1.1599327355574118,0.00127033989113478,1.0176926789966467,0.3330462005422892,3.2967056464594506e-17,0.07675831327814787,0.07675831327814785,0.07675831327814787,0.06546944300112886,False,False,0.1535166265562958,True,0.2544231697491617,1.7569279364693102e-14
8,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.00038997600131551735,0.794938882890168,0.30725256689376623,0.3977521009257395,0.1301668261008166,9.430066152456516e-18,0.03,0.02999999999999999,0.030000000000000016,0.02558789017310279,True,False,0.059999999999999984,True,0.09943802523143487,1.7569279364693102e-14
8,128,96,2,4,False,no_change,10,118,11,1.2219970813021064e-06,1.0000793756065856,0.8125538185559851,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.7569279364693102e-14
8,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0004025050002383068,1.8782937370466808,0.002849501572065854,1.1951083519372439,1.2467549937634105e-16,5.636026622993832e-17,8.551559570660121e-17,2.915532947666288e-17,9.544945487737e-17,1.273577177487108e-16,True,True,1.3049975477571227e-16,False,0.29877708798431096,1.7569279364693102e-14
8,128,96,4,2,False,nominal_null_ridge,12,116,13,0.0003996310006186832,1.0923587240016832,0.0007957365872363747,1.0456657696605112,0.3809264617700601,4.36447601164275e-17,0.08612445987914337,0.08612445987914333,0.08612445987914338,0.08566277665343718,False,False,0.1722489197582867,True,0.2614164424151278,1.2136125437933742e-14
8,128,96,4,2,False,no_change,12,116,13,1.6220001270994544e-06,1.003053347602644,0.827869254383434,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.2136125437933742e-14
8,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0004015439990325831,0.7959144392617306,0.3569928910562141,0.364239997949899,0.13268929487788003,2.4386596768881297e-17,0.030000000000000013,0.02999999999999999,0.03000000000000001,0.02983918045128384,True,False,0.05999999999999999,True,0.09105999948747474,1.2136125437933742e-14
8,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0003900070005329326,2.114023771807118,0.0018924210825893002,1.3411292284858718,1.3051835421958834e-16,5.054754713086802e-17,7.781463861444031e-17,2.7267091483572285e-17,8.414533503357415e-17,8.902296823683087e-17,True,True,1.1085494024866836e-16,False,0.33528230712146795,1.2136125437933742e-14
8,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0008576000000175554,2.11402377180711,0.0018924210825892619,1.341129228485873,1.1448620506456982e-16,7.739593744308707e-17,9.518877765078198e-17,1.7792840207694922e-17,9.338103088122003e-17,1.0929639852929426e-16,True,True,1.3941744943710847e-16,False,0.3352823071214682,1.2136125437933742e-14
8,128,96,4,4,False,no_change,20,108,21,1.4219986042007804e-06,1.0025209333741234,1.06936703159625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.880984919163893e-15
8,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0007527410016336944,2.893729552024474,0.006605215902992172,1.6713827849401315,4.093380892880012e-16,1.6362130319659366e-16,2.373591540503802e-16,7.373785085378656e-17,1.9517352671276474e-16,2.0743051622002667e-16,True,True,2.370616417795339e-16,False,0.41784569623503287,9.880984919163893e-15
8,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.00045138800123822875,2.8937295520244675,0.006605215902992245,1.671382784940129,4.1203381515023147e-16,1.3856918164598458e-16,2.1231440165154271e-16,7.374522000555813e-17,1.4041770181722325e-16,1.8186281976514097e-16,True,True,2.1911143830235806e-16,False,0.41784569623503226,9.880984919163893e-15
8,128,96,4,4,False,nominal_null_ridge,20,108,21,0.0003476530000625644,1.1009103131114681,0.0008793376385865462,1.0772624459648945,0.5229209275202126,5.550479812060471e-17,0.09401621666633873,0.09401621666633868,0.09401621666633872,0.08780021359624275,False,False,0.18803243333267738,True,0.2693156114912236,9.880984919163893e-15
8,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.0005438769985630643,0.7833386794321656,0.5013085182552675,0.3437478610061728,0.1668608712609803,1.2719868020037772e-17,0.02999999999999999,0.029999999999999975,0.02999999999999999,0.028016511419889478,True,False,0.059999999999999984,True,0.0859369652515432,9.880984919163893e-15
8,128,256,2,2,False,no_change,6,122,7,1.5219993656501174e-06,1.0000463202405263,1.0345101076092496,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.800116025829084e-16
8,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0005802929990750272,0.2847308778305807,0.07548264041961525,1.0036598730230202,0.5705749789180464,6.5052130349130266e-18,0.1270955536678996,0.1270955536678996,0.1270955536678996,0.12591080533403104,False,False,0.2541911073357992,True,0.25091496825575504,6.800116025829084e-16
8,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0006150850022095256,0.7996131446454249,0.2494118077184591,0.9773207217345278,5.84591731386701e-17,3.508261114975577e-17,5.490034319492628e-17,1.9817732045170507e-17,3.8983061664562125e-17,5.2909066017292616e-17,True,True,5.67177649439248e-17,False,0.24433018043363194,6.800116025829084e-16
8,128,256,2,2,False,robust_projector_ridge,6,122,7,0.001138742001785431,0.799613144645425,0.2494118077184591,0.9773207217345277,1.3840430066379283e-16,6.736447455048117e-17,9.518412179773873e-17,2.781964724725756e-17,7.461327794363651e-17,9.022229924233907e-17,True,True,9.027231622811333e-17,False,0.24433018043363192,6.800116025829084e-16
8,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0006363270003930666,0.6419792827437729,0.638833288552257,0.23690676283898515,0.13468015893198532,8.420559318810146e-18,0.030000000000000002,0.029999999999999995,0.03,0.0297203485960734,True,False,0.059999999999999984,True,0.05922669070974629,6.800116025829084e-16
8,128,256,2,4,False,no_change,10,118,11,1.3120006769895554e-06,1.000683265201277,1.0979006766358774,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.551115123125783e-16
8,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0005462109984364361,0.059975076098226845,0.01751123181514476,0.9967218760210822,0.6846178588135905,1.2822954019765554e-17,0.16442476429173472,0.16442476429173472,0.1644247642917347,0.139639517468311,False,False,0.3288495285834694,True,0.24918046900527055,5.551115123125783e-16
8,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0007055210007820278,0.6856887539101674,0.7425868022776232,0.1818561602288735,0.1249114502482528,9.3618832932968e-18,0.030000000000000006,0.029999999999999995,0.029999999999999992,0.025477825935128366,True,False,0.05999999999999997,True,0.04546404005721837,5.551115123125783e-16
8,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0006171570021251682,0.9144262317843967,0.33447880061787005,0.9867945741167692,1.3783993781888985e-16,7.544052921965213e-17,9.792366109769653e-17,2.2483131878044403e-17,9.463787063213739e-17,1.2907088757326182e-16,True,True,1.0999090771316896e-16,False,0.2466986435291923,5.551115123125783e-16
8,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0009662219999881927,0.9144262317843967,0.33447880061786994,0.9867945741167693,1.6257060780652557e-16,1.093426357048859e-16,1.34502941750191e-16,2.5160306045305102e-17,9.10358022535163e-17,1.1973441068727327e-16,True,True,1.4018176465500893e-16,False,0.24669864352919232,5.551115123125783e-16
8,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005573480011662468,0.07108710726482224,0.019442560200743045,0.9884942244189835,0.661880783734172,7.100795873412075e-17,0.14961871056366205,0.14961871056366197,0.149618710563662,0.14192169395819043,False,False,0.29923742112732404,True,0.24712355610474587,5.759281940243e-16
8,128,256,4,2,False,robust_projector_ridge,12,116,13,0.001232163001986919,0.9152575555794034,0.32055110371382656,0.9594569386918229,1.4985921740858401e-16,5.4079963336464355e-17,8.702488606885061e-17,3.294492273238626e-17,6.26593819912108e-17,9.468754148562392e-17,True,True,1.2231972561787558e-16,False,0.23986423467295573,5.759281940243e-16
8,128,256,4,2,False,no_change,12,116,13,1.3620010577142239e-06,1.0003499795374993,1.027471668513076,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.759281940243e-16
8,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0005688749988621566,0.9152575555794034,0.32055110371382656,0.9594569386918231,1.3303827773036233e-16,4.243207733858291e-17,7.301519286222141e-17,3.0583115523638506e-17,6.873533949014101e-17,7.005389250684755e-17,True,True,6.027384026986608e-17,False,0.23986423467295578,5.759281940243e-16
8,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0006547539996972773,0.6567900299957998,0.666892171167341,0.19820266209252962,0.1327135051306056,1.0973798497054633e-17,0.029999999999999995,0.029999999999999985,0.029999999999999985,0.02845667365201696,True,False,0.05999999999999997,True,0.049550665523132406,5.759281940243e-16
8,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0007765180016576778,0.7034680671032632,0.32939922929179477,0.8934753979259733,2.3106380767356873e-16,5.900610330794223e-17,1.0366402862057899e-16,4.465792531263676e-17,9.739201700399851e-17,9.6073772288553e-17,True,True,1.449298915199114e-16,False,0.22336884948149333,5.134781488891349e-16
8,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0005940430019109044,0.42000392650339374,0.10750295081238893,0.9991347128162483,0.6045934763910066,1.0580391203424762e-16,0.14139603723124217,0.14139603723124206,0.14139603723124214,0.1182468505210987,False,False,0.28279207446248433,True,0.24978367820406208,5.134781488891349e-16
8,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0009045399965543766,0.6927052782315846,0.7103078565373359,0.21198643166687373,0.1282766097756137,2.169271533306004e-17,0.030000000000000006,0.029999999999999985,0.029999999999999995,0.02508843660046467,True,False,0.059999999999999984,True,0.05299660791671843,5.134781488891349e-16
8,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0012420169987308327,0.7034680671032634,0.3293992292917948,0.8934753979259736,1.9615078905114602e-16,6.736447455048117e-17,1.0653319202570916e-16,3.9168717475227987e-17,8.593449616137752e-17,7.892515228922568e-17,True,True,7.169782322684533e-17,False,0.2233688494814934,5.134781488891349e-16
8,128,256,4,4,False,no_change,20,108,21,1.4119978004600853e-06,1.000288504706269,1.0733330060543878,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.134781488891349e-16
8,64,96,4,16,True,nominal_null_ridge,64,0,65,0.00017142800061265007,0.12283807794430228,0.02164380029519596,0.9482640406205868,1.2994683158995934,6.92641435673898e-17,0.22018138109772223,0.22018138109772217,0.22018138109772226,0.14345307890881714,False,False,0.44036276219544446,True,0.2370660101551467,0.0
8,64,96,4,16,True,no_change,64,0,65,1.0219991963822395e-06,1.003191939832778,0.941148987811992,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
8,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.0002903259992308449,0.782942668422211,0.7097679987369044,0.1292022108172338,0.17705425083007206,1.3987468668449683e-17,0.03000000000000002,0.030000000000000006,0.029999999999999995,0.019545668874492463,True,False,0.059999999999999984,True,0.03230055270430845,0.0
8,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0005424650007626042,1.003191939832778,0.941148987811992,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
8,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0007858220014895778,1.003191939832778,0.941148987811992,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
9,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00014681099855806679,0.9286465707547076,0.12741820236510967,1.1086831650843427,0.3171208118980624,1.241873016165035e-17,0.07926232739799616,0.07926232739799614,0.07926232739799621,0.07396634122846676,False,False,0.15852465479599234,True,0.2771707912710857,9.992007221626409e-16
9,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00015860799976508133,0.6904374914854855,0.48584498511961494,0.41962551497536704,0.12002706290936381,6.938893903907228e-18,0.030000000000000013,0.030000000000000006,0.03,0.02799552208089844,True,False,0.059999999999999984,True,0.10490637874384176,9.992007221626409e-16
9,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00012789199899998493,1.1928053809971668,0.17660004494341605,1.0944706953160837,8.982640608169149e-17,6.520806856012869e-17,8.81610709107544e-17,2.2953002350625712e-17,8.542522420166517e-17,1.0275948994234373e-16,True,True,9.641380216134263e-17,False,0.2736176738290209,9.992007221626409e-16
9,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00031679599851486273,1.1928053809971688,0.17660004494341605,1.094470695316084,8.704700976853426e-17,6.285829819150323e-17,7.558588923826154e-17,1.272759104675831e-17,4.718958039861916e-17,9.452253372944418e-17,True,True,7.410741937918043e-17,False,0.273617673829021,9.992007221626409e-16
9,64,96,2,2,False,no_change,6,58,7,2.373999450355768e-06,1.000491544729916,1.0403537424875686,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.992007221626409e-16
9,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00020824300008825958,0.9547842467970106,0.26336770322752373,0.9295396241985235,6.604976357354482e-17,3.496446946337351e-17,5.056068611939206e-17,1.5596216656018545e-17,2.3273757686693185e-17,4.876548053169906e-17,True,True,6.605630197227462e-17,False,0.23238490604963088,7.494005416219807e-16
9,64,96,2,4,False,no_change,10,54,11,1.1120027920696884e-06,1.0001105460898838,1.0525126313715474,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.494005416219807e-16
9,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00016848399900482036,0.6652322633801945,0.6434435924845938,0.21665574494246875,0.14290579550899885,1.7020247583882103e-17,0.030000000000000016,0.03,0.03000000000000001,0.028499537833796423,True,False,0.059999999999999984,True,0.05416393623561719,7.494005416219807e-16
9,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00011753700164263137,0.22577218246250783,0.03814942071960741,0.9438909188459312,0.6225889955847512,6.270401505988581e-17,0.13069917704188838,0.13069917704188833,0.13069917704188838,0.1241622046983785,False,False,0.26139835408377676,True,0.2359727297114828,7.494005416219807e-16
9,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00015186800010269508,0.9547842467970107,0.26336770322752373,0.9295396241985235,1.134912490635272e-16,6.218445317332136e-17,8.061191049582955e-17,1.8427457322508198e-17,4.654751537338637e-17,8.751331781207571e-17,True,True,1.0065904870687859e-16,False,0.23238490604963088,7.494005416219807e-16
9,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.0002164149991585873,0.6283159287441948,0.7209691905563408,0.23109048804215512,0.1462757548761307,1.4416220074117224e-17,0.029999999999999992,0.029999999999999978,0.030000000000000002,0.02905043487205263,True,False,0.05999999999999998,True,0.05777262201053878,4.718447854656915e-16
9,64,96,4,2,False,no_change,12,52,13,1.1210031516384333e-06,1.000444733125062,1.1329478540833142,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.718447854656915e-16
9,64,96,4,2,False,robust_projector_ridge,12,52,13,0.0002980479985126294,0.9117277661974373,0.26338912815495547,0.881603252742164,1.219036732159753e-16,6.864772270565512e-17,9.289430967389887e-17,2.4246586968243748e-17,8.088351673759241e-17,9.42834577195933e-17,True,True,1.3825920227756213e-16,False,0.220400813185541,4.718447854656915e-16
9,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00015736700152046978,0.9117277661974376,0.2633891281549556,0.8816032527421636,1.2677731358180416e-16,7.196489415735149e-17,9.578377844988885e-17,2.3818884292537367e-17,6.477397993409834e-17,8.647557378931384e-17,True,True,9.834038900883519e-17,False,0.2204008131855409,4.718447854656915e-16
9,64,96,4,2,False,nominal_null_ridge,12,52,13,0.00013405100253294222,0.1707698135581415,0.020558472433346037,1.1067868626728121,0.7005744165243062,6.765421556309548e-17,0.14368226992591498,0.14368226992591493,0.14368226992591493,0.1391344141583827,False,False,0.2873645398518298,True,0.27669671566820303,4.718447854656915e-16
9,64,96,4,4,False,no_change,20,44,21,9.409995982423425e-07,1.0009034720953192,0.9070582532233833,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.002143226879753e-16
9,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00019165800040354952,0.6823761582103596,0.5900278452487441,0.2123091017424987,0.14499124032759428,2.3166688493501437e-17,0.030000000000000002,0.029999999999999978,0.029999999999999992,0.027267961833993316,True,False,0.05999999999999997,True,0.053077275435624675,6.002143226879753e-16
9,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00021039599960204214,0.899153249331946,0.2969722808766703,0.9622250245594057,2.1677437111025356e-16,1.2347344464468764e-16,1.579461660275123e-16,3.447272138282466e-17,1.617931910764093e-16,1.7032122529894136e-16,True,True,1.7259859255793749e-16,False,0.24055625613985143,6.002143226879753e-16
9,64,96,4,4,False,robust_projector_ridge,20,44,21,0.00026354600049671717,0.899153249331945,0.2969722808766703,0.9622250245594048,2.252622125673007e-16,9.628105987229588e-17,1.3308710723398256e-16,3.6806047361686667e-17,1.1867334459907863e-16,1.4013261700261175e-16,True,True,1.4246136004322374e-16,False,0.2405562561398512,6.002143226879753e-16
9,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00012479799988796003,0.3225544093955602,0.06412621724483857,0.9984432863979669,0.6818621024885735,1.1848618506663387e-16,0.14108344082331511,0.141083440823315,0.1410834408233151,0.12823526265928706,False,False,0.2821668816466301,True,0.24961082159949172,6.002143226879753e-16
9,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.0003391899990674574,0.6976657786226723,0.7046129124333032,0.17166283281394834,0.12459135821122151,7.818293051731877e-19,0.03,0.03,0.030000000000000006,0.0295949201546446,True,False,0.05999999999999999,True,0.042915708203487085,4.163336342344337e-16
9,64,256,2,2,False,robust_projector_ridge,6,58,7,0.00045900999975856394,0.6743634351648654,0.4222640682765625,0.7585012275342708,8.260117839879879e-17,2.1174998587429782e-17,4.059836426660555e-17,1.9423365679175772e-17,4.4328888959487825e-17,6.834017936133213e-17,True,True,6.992893892674703e-17,False,0.1896253068835677,4.163336342344337e-16
9,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00020216399934724905,0.6743634351648652,0.4222640682765625,0.7585012275342708,5.999280527000303e-17,2.4099548727191465e-17,3.2059806935154996e-17,7.960258207963531e-18,3.029564307160424e-17,5.647850449853784e-17,True,True,3.9936333522191037e-17,False,0.1896253068835677,4.163336342344337e-16
9,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00023896900165709667,0.05875455110818207,0.03356361326582855,0.970869667860386,0.7046485752446137,2.42861286636753e-17,0.16967033316628896,0.16967033316628893,0.16967033316628896,0.16737933208894226,False,False,0.33934066633257787,True,0.2427174169650965,4.163336342344337e-16
9,64,256,2,2,False,no_change,6,58,7,1.082000380847603e-06,1.0003437918148,1.019794201962579,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.163336342344337e-16
9,64,256,2,4,False,robust_projector_ridge,10,54,11,0.00030134299959172495,0.6202462852759703,0.41320128593690136,0.7715017646003717,9.954740185989981e-17,1.5793666491492386e-17,4.009135616770552e-17,2.4297689676213137e-17,3.925231146709438e-17,4.6429304488172684e-17,True,True,5.056847249797846e-17,False,0.19287544115009292,4.163336342344337e-16
9,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00020250399757060222,0.6202462852759701,0.4132012859369013,0.7715017646003719,9.648153985966031e-17,1.2113988391799555e-17,3.4445299032447456e-17,2.23313106406479e-17,2.896059312230451e-17,4.338759814948096e-17,True,True,5.793211899409253e-17,False,0.19287544115009297,4.163336342344337e-16
9,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.0002469710016157478,0.6416726901918557,0.689892494186451,0.20182040342610116,0.15188251177217363,1.0417371955916405e-17,0.03,0.02999999999999999,0.029999999999999992,0.02639655516791791,True,False,0.05999999999999998,True,0.05045510085652529,4.163336342344337e-16
9,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00018764200285659172,0.01811094928069886,0.011721261391719869,0.9913327972212972,0.7460401063921022,3.8869517352610256e-17,0.14735865854875546,0.14735865854875543,0.1473586585487554,0.1296586986617534,False,False,0.29471731709751076,True,0.2478331993053243,4.163336342344337e-16
9,64,256,2,4,False,no_change,10,54,11,1.0920011845882982e-06,1.0001030740983923,1.0759005585492565,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.163336342344337e-16
9,64,256,4,2,False,no_change,12,52,13,8.919996616896242e-07,1.0000339510736487,1.1361596092217536,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.885780586188048e-16
9,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.0003069619997404516,0.6559825728168204,0.7031794511751318,0.2155287926257297,0.14130620632777474,1.6014018431089283e-17,0.030000000000000016,0.03,0.03,0.028130824752405355,True,False,0.05999999999999999,True,0.05388219815643242,3.885780586188048e-16
9,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00023658600184717216,0.15913167693424013,0.09041413403754767,0.9117264376409154,0.5977512449368877,5.2279684629728946e-17,0.12690551826513702,0.12690551826513696,0.126905518265137,0.11899856314765819,False,False,0.253811036530274,True,0.22793160941022886,3.885780586188048e-16
9,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00019917999816243537,0.6181913231059124,0.4657285466554707,0.7955588363233321,1.5433754068839097e-16,1.1358900075929708e-16,1.356624196663165e-16,2.2073418907019424e-17,1.185147539300713e-16,1.5407821335318887e-16,True,True,1.5001095857953048e-16,False,0.19888970908083303,3.885780586188048e-16
9,64,256,4,2,False,robust_projector_ridge,12,52,13,0.0002937119970738422,0.6181913231059124,0.46572854665547087,0.7955588363233322,1.55475650026663e-16,6.625531000388384e-17,9.742523712921337e-17,3.116992712532953e-17,9.043883973475965e-17,9.694683384147528e-17,True,True,1.3338489486318013e-16,False,0.19888970908083306,3.885780586188048e-16
9,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00029801799973938614,0.5988707060173238,0.41296635501195555,0.7139581479868128,1.782289069390597e-16,1.0701026010607766e-16,1.3599658536202184e-16,2.8986325255944195e-17,1.0482726882999913e-16,1.4261310352655285e-16,True,True,1.0777785237621385e-16,False,0.1784895369967032,3.608224830031759e-16
9,64,256,4,4,False,robust_projector_ridge,20,44,21,0.00038526899879798293,0.5988707060173241,0.4129663550119555,0.7139581479868129,2.1663630681471035e-16,1.3367856657201437e-16,1.6604676651993836e-16,3.236819994792399e-17,1.561973762589716e-16,1.6358221627430863e-16,True,True,1.773197985981562e-16,False,0.17848953699670322,3.608224830031759e-16
9,64,256,4,4,False,no_change,20,44,21,1.081996742868796e-06,1.0007601899205778,0.871772252235179,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.608224830031759e-16
9,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002468210004735738,0.6601096257946485,0.5705276074075947,0.2310760321771304,0.1393409114938812,1.792478370609408e-17,0.030000000000000002,0.029999999999999985,0.029999999999999975,0.02899997376658787,True,False,0.05999999999999994,True,0.0577690080442826,3.608224830031759e-16
9,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00023938000231282786,0.26117456396562083,0.1957876162712345,0.8939291163276872,0.5390472421845033,6.689667980025607e-17,0.11605649117807891,0.11605649117807884,0.11605649117807881,0.11218783998688417,False,False,0.23211298235615768,True,0.2234822790819218,3.608224830031759e-16
9,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.0004013840007246472,0.6766974446324522,0.4951321957265494,0.2716357219544273,0.13383112772477807,1.955204638473723e-17,0.029999999999999995,0.029999999999999975,0.029999999999999985,0.028960180666182556,True,False,0.05999999999999996,True,0.06790893048860683,1.509903313490213e-14
9,128,96,2,2,False,no_change,6,122,7,1.4319994079414755e-06,1.0008830325410403,1.005440664648758,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.509903313490213e-14
9,128,96,2,2,False,nominal_null_ridge,6,122,7,0.00035632599974633195,0.48163371010606376,0.00025419993980098945,0.9031108629129121,0.4449501132417704,5.919227552506275e-17,0.099741395176047,0.09974139517604695,0.09974139517604698,0.09628429413984763,False,False,0.19948279035209396,True,0.22577771572822802,1.509903313490213e-14
9,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0006250099977478385,1.9051752072498571,0.001420664135545523,1.2798007430696388,1.8218973170093104e-16,1.5126201837406927e-16,1.7285641188561892e-16,2.159439351154966e-17,1.2162873585351636e-16,1.7344632479368436e-16,True,True,1.2997770889663318e-16,False,0.3199501857674097,1.509903313490213e-14
9,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0003616229987528641,1.9051752072498702,0.0014206641355454877,1.2798007430696396,1.29214565341463e-16,6.297936216189075e-17,8.324181063762475e-17,2.0262448475733997e-17,6.105242457846706e-17,6.807358708530411e-17,True,True,3.950128100810788e-17,False,0.3199501857674099,1.509903313490213e-14
9,128,96,2,4,False,nominal_null_ridge,10,118,11,0.0003365060001669917,0.5928344470914353,0.0005062221528943076,0.9491318897659784,0.5635729604330482,9.271038071981241e-18,0.11384630296160833,0.11384630296160832,0.11384630296160836,0.10133409742977971,False,False,0.22769260592321675,True,0.2372829724414946,1.559863349598345e-14
9,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0005561359976127278,0.7149707787786691,0.4686538964199305,0.2501087514680336,0.14850889640828255,2.287126988420009e-18,0.030000000000000013,0.03000000000000001,0.03000000000000002,0.026702869077079805,True,False,0.060000000000000026,True,0.0625271878670084,1.559863349598345e-14
9,128,96,2,4,False,no_change,10,118,11,2.192999090766534e-06,1.000165210752678,0.8571434413154525,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.559863349598345e-14
9,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.00037280099786585197,2.7271892252730026,0.003851308259523177,1.4610965436631034,1.680238369111918e-16,5.95012681006094e-17,9.99581640391355e-17,4.04568959385261e-17,7.539564046734035e-17,1.0426395233446944e-16,True,True,1.1210126175528405e-16,False,0.36527413591577584,1.559863349598345e-14
9,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0006471529995906167,2.727189225273003,0.0038513082595231507,1.4610965436631043,1.4107902831889187e-16,5.031445750409e-17,7.798703755979e-17,2.76725800557e-17,9.615302454181766e-17,1.2612883202183544e-16,True,True,1.0784623917771097e-16,False,0.36527413591577607,1.559863349598345e-14
9,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0004488539998419583,0.7744794385263046,0.551375850706003,0.31002204542636647,0.13460067179098628,1.4442696166347022e-17,0.02999999999999998,0.029999999999999968,0.02999999999999999,0.028681717771113592,True,False,0.059999999999999956,True,0.07750551135659162,1.6264767310758543e-14
9,128,96,4,2,False,no_change,12,116,13,1.1320007615722716e-06,1.0012665703751615,1.0368372628185771,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.6264767310758543e-14
9,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0004337819991633296,2.3212526021288635,0.002967482033584735,1.4822654839695915,2.6343605175678216e-16,8.536465650149085e-17,1.446337226365453e-16,5.926906613505446e-17,1.154243078973212e-16,1.3384378113434856e-16,True,True,1.839154614617416e-16,False,0.37056637099239786,1.6264767310758543e-14
9,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0006571179983438924,2.321252602128868,0.0029674820335846993,1.4822654839695928,2.421403838832972e-16,3.7777561878002696e-17,9.368271609361536e-17,5.590515421561265e-17,6.482042122340138e-17,8.173935289062271e-17,True,True,1.7626019804651474e-16,False,0.3705663709923982,1.6264767310758543e-14
9,128,96,4,2,False,nominal_null_ridge,12,116,13,0.00032675100010237657,1.0881354343248184,0.0009290698266582541,1.1297178461952257,0.4904837680914519,8.888236244559602e-17,0.10931975930694376,0.10931975930694368,0.10931975930694372,0.10451594944159434,False,False,0.2186395186138874,True,0.28242946154880644,1.6264767310758543e-14
9,128,96,4,4,False,no_change,20,108,21,1.4120014384388924e-06,1.0000612071345203,1.0306037536421544,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.454392162258955e-14
9,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.00047547500071232207,0.767343264175431,0.5056155073543623,0.3506541298584145,0.15838282416888724,2.275068510076278e-17,0.02999999999999999,0.029999999999999964,0.02999999999999994,0.028053000420773525,True,False,0.05999999999999991,True,0.08766353246460362,1.454392162258955e-14
9,128,96,4,4,False,nominal_null_ridge,20,108,21,0.00033096699917223305,1.2052092266221897,0.001357689246791047,1.1535828790338225,0.5210482316806749,1.195827321860277e-16,0.0986940789346708,0.09869407893467068,0.09869407893467068,0.09228883459607258,False,False,0.19738815786934127,True,0.2883957197584556,1.454392162258955e-14
9,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0007968280006025452,2.7981675371359707,0.005787197649935634,1.5864626854891484,4.062957917063515e-16,2.237793284010081e-16,2.918004534537833e-16,6.802112505277521e-17,2.540422426420172e-16,2.4328221185168933e-16,True,True,2.354551650977762e-16,False,0.3966156713722871,1.454392162258955e-14
9,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.00045911000052001327,2.7981675371359636,0.005787197649935717,1.586462685489146,2.716005862511231e-16,1.2292079672222063e-16,1.7064277421299646e-16,4.7721977490775816e-17,1.6549343787195504e-16,1.6863439546869667e-16,True,True,1.6610203746139845e-16,False,0.3966156713722865,1.454392162258955e-14
9,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0005964270021650009,0.918858666439042,0.21902140501870498,0.9155960913659708,8.112083014282489e-17,3.410397528848513e-17,5.0244167444935536e-17,1.6140192156450408e-17,5.558056453438532e-17,7.134676402473229e-17,True,True,4.889739777915112e-17,False,0.2288990228414927,6.661338147750939e-16
9,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0009613649999664631,0.9188586664390418,0.21902140501870498,0.9155960913659705,1.159763557258259e-16,8.936036137157178e-17,1.0827616358269787e-16,1.891580221112609e-17,1.1490579022630698e-16,1.1297365827257285e-16,True,True,1.1082222239871957e-16,False,0.22889902284149263,6.661338147750939e-16
9,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0008517710011801682,0.6970267463731976,0.7019142633237148,0.17512703267652618,0.12142287089042676,6.4853055342382636e-18,0.030000000000000013,0.030000000000000006,0.030000000000000002,0.028373243249578795,True,False,0.06000000000000001,True,0.043781758169131546,6.661338147750939e-16
9,128,256,2,2,False,no_change,6,122,7,1.4619981811847538e-06,1.0004452522616407,1.0292653033870396,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.661338147750939e-16
9,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0005598009993263986,0.07726804185521526,0.01917353690374357,0.9753874359706196,0.6762767626215809,2.493193559904296e-17,0.16708798540067296,0.16708798540067293,0.16708798540067313,0.15802760179517886,False,False,0.3341759708013459,True,0.2438468589926549,6.661338147750939e-16
9,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0005879339987586718,0.9353501167380294,0.25098189632476786,0.938230624346035,9.305321678957366e-17,2.5664464724522356e-17,5.020760490201686e-17,2.4543140177494504e-17,4.882715046532749e-17,8.296583944712764e-17,True,True,5.216443580478463e-17,False,0.23455765608650875,6.661338147750939e-16
9,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0009833379990595859,0.9353501167380299,0.2509818963247679,0.9382306243460353,1.329842218528663e-16,7.649643728920591e-17,9.85468680769653e-17,2.2050430787759392e-17,5.764133089767869e-17,9.816676852675054e-17,True,True,1.1556603467821335e-16,False,0.23455765608650883,6.661338147750939e-16
9,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006498980001197197,0.6688737646576939,0.6205524218553589,0.20546520357088482,0.14244066757741078,1.441377367535411e-17,0.030000000000000013,0.03,0.029999999999999995,0.026747181009768153,True,False,0.05999999999999998,True,0.051366300892721206,6.661338147750939e-16
9,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0005267420019663405,0.14775318140768584,0.040321121163146394,0.969845929771289,0.6723547310345291,4.507204607171808e-17,0.14160732516978652,0.14160732516978647,0.14160732516978652,0.12625322528751262,False,False,0.28321465033957294,True,0.24246148244282226,6.661338147750939e-16
9,128,256,2,4,False,no_change,10,118,11,1.4430006558541209e-06,1.0005732757240273,0.9693511666634405,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.661338147750939e-16
9,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0006730519999109674,0.6789676996766483,0.6640284033301709,0.219969977533228,0.13050141804722407,1.810779926491259e-17,0.029999999999999995,0.029999999999999978,0.029999999999999992,0.027686993181381448,True,False,0.05999999999999996,True,0.054992494383307,6.661338147750939e-16
9,128,256,4,2,False,no_change,12,116,13,1.4520010154228657e-06,1.0007863342147971,1.0416346691765697,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.661338147750939e-16
9,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0006236080007511191,0.29018608324214107,0.06391602470887521,1.0052922398070154,0.5964089477931965,8.252252972813995e-17,0.13710401543162756,0.13710401543162748,0.1371040154316275,0.12653326467984966,False,False,0.27420803086325496,True,0.25132305995175386,6.661338147750939e-16
9,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.00058933599939337,0.898175537497091,0.2740909639503012,0.9201529301396267,1.0166656399903409e-16,2.338259892429544e-17,4.762484312104453e-17,2.424224419674909e-17,5.3628019530109524e-17,7.155208645313816e-17,True,True,6.228635914222582e-17,False,0.23003823253490668,6.661338147750939e-16
9,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0010031880010501482,0.8981755374970908,0.27409096395030114,0.9201529301396266,1.672209332986992e-16,1.2649661394947048e-16,1.4989141729289371e-16,2.3394803343423222e-17,1.283204457100367e-16,1.5450851003093542e-16,True,True,1.3990128253281618e-16,False,0.23003823253490666,6.661338147750939e-16
9,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006444889986596536,0.8709628358077066,0.2670737162487109,0.8919627614755264,1.594898247855559e-16,6.87271301615901e-17,1.0017375702901889e-16,3.1446626867428786e-17,8.530294338552543e-17,8.197371497369501e-17,True,True,7.534573271018862e-17,False,0.2229906903688816,5.551115123125783e-16
9,128,256,4,4,False,no_change,20,108,21,1.3220014807302505e-06,1.0003314624596196,1.007090555405937,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.551115123125783e-16
9,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0005864119993930217,0.18949540840723128,0.054262010936637635,0.9740855685799323,0.6100389877767435,1.2347344464468764e-16,0.1138256565710878,0.11382565657108767,0.11382565657108776,0.09738756735048383,False,False,0.22765131314217557,True,0.24352139214498308,5.551115123125783e-16
9,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0011932939996768255,0.8709628358077065,0.2670737162487109,0.8919627614755264,2.556808954781445e-16,6.513014612413624e-17,1.1058747522925602e-16,4.5457329105119785e-17,8.945108163962717e-17,9.341696313401846e-17,True,True,1.3165696935058644e-16,False,0.2229906903688816,5.551115123125783e-16
9,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006045689988241065,0.6050561376173608,0.5747047214546793,0.2567309334090907,0.16078246490827514,3.2854188281596086e-17,0.03000000000000001,0.029999999999999978,0.030000000000000002,0.025667561326034295,True,False,0.059999999999999984,True,0.06418273335227268,5.551115123125783e-16
9,64,96,4,16,True,no_change,64,0,65,2.4130022211465985e-06,1.0002220127511712,0.9467692191302034,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
9,64,96,4,16,True,nominal_null_ridge,64,0,65,0.00017007600035867654,0.28643983084338454,0.06228079807402479,0.9581441451078755,1.1770081273130661,4.560871411490484e-17,0.20089609644891884,0.2008960964489188,0.20089609644891868,0.10537686463326319,False,False,0.40179219289783735,True,0.23953603627696887,0.0
9,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0005205420020502061,1.0002220127511712,0.9467692191302034,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
9,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.00023842799782869406,0.7826382237780067,0.7046625140047397,0.1430805518938741,0.17576371290205828,8.382081922091201e-18,0.029999999999999995,0.02999999999999999,0.02999999999999999,0.01573602471565051,True,False,0.05999999999999998,True,0.03577013797346852,0.0
9,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0006682550010737032,1.0002220127511712,0.9467692191302034,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
10,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00020442700042622164,1.1218712668538133,0.14251198892788106,0.9875137445015972,1.3906959418274918e-16,1.6365348541700844e-17,5.238211178973809e-17,3.601676324803725e-17,5.936242047705816e-17,6.218445317332136e-17,True,True,1.0435861278063411e-16,False,0.2468784361253993,1.1102230246251565e-15
10,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00013550400035455823,1.1218712668538138,0.14251198892788106,0.9875137445015978,9.269865317360701e-17,6.588747538268748e-17,8.610524757468802e-17,2.021777219200055e-17,5.745944198534774e-17,8.272086009727333e-17,True,True,6.782670352561841e-17,False,0.24687843612539945,1.1102230246251565e-15
10,64,96,2,2,False,nominal_null_ridge,6,58,7,0.0001161639993370045,0.1671253612558867,0.017657579352524416,0.9336820640776781,0.5811883525549915,2.8025315438821013e-17,0.12432415533364018,0.12432415533364015,0.12432415533364018,0.11643685088496898,False,False,0.24864831066728033,True,0.23342051601941952,1.1102230246251565e-15
10,64,96,2,2,False,no_change,6,58,7,1.2119999155402184e-06,1.000273309989837,0.808497357729261,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1102230246251565e-15
10,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00021908900089329109,0.6429682033531608,0.4760716488259627,0.22530184779587356,0.1402434670065434,3.157244383156457e-18,0.029999999999999992,0.02999999999999999,0.02999999999999999,0.028096756556880376,True,False,0.059999999999999984,True,0.05632546194896839,1.1102230246251565e-15
10,64,96,2,4,False,no_change,10,54,11,9.81999619398266e-07,1.0073846251572025,1.2545695015103726,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.147060721024445e-16
10,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00020205300097586587,1.0716948430879731,0.23134781959718378,1.0247901244815625,1.877728337493461e-16,8.884547278375295e-17,1.273289433989038e-16,3.8483470615150846e-17,1.3444106938820255e-16,1.2134406989104194e-16,True,True,1.6802881179989986e-16,False,0.2561975311203906,7.147060721024445e-16
10,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00011393100066925399,0.40082860927663705,0.03301783130002531,1.0992158178141747,0.725036070366982,8.384297404680616e-17,0.17778378510705467,0.1777837851070546,0.1777837851070546,0.12267423030123531,False,False,0.3555675702141092,True,0.27480395445354366,7.147060721024445e-16
10,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00016352600141544826,0.7232638552366901,0.8804826729113869,0.1854864014430115,0.12234570266299473,1.2872361232186954e-17,0.030000000000000002,0.02999999999999999,0.02999999999999999,0.020700576865437786,True,False,0.05999999999999998,True,0.04637160036075288,7.147060721024445e-16
10,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00014161299986881204,1.0716948430879722,0.23134781959718387,1.0247901244815623,2.0994302578392428e-16,8.141455966620886e-17,1.3040698646636037e-16,4.899242680015151e-17,9.70059864995488e-17,1.3850724127104642e-16,True,True,1.6417670792413579e-16,False,0.25619753112039056,7.147060721024445e-16
10,64,96,4,2,False,nominal_null_ridge,12,52,13,0.00012918500215164386,0.7148089071267874,0.07251069895987546,1.0536060771875824,0.4941044436036902,5.714064323092614e-17,0.09951213007094002,0.09951213007093997,0.09951213007094002,0.09238887779737083,False,False,0.19902426014187996,True,0.2634015192968956,6.938893903907228e-16
10,64,96,4,2,False,robust_projector_ridge,12,52,13,0.00025868900047498755,0.9092803728019925,0.160896946902829,0.9206515484171339,2.0851031614975055e-16,1.118459513880709e-16,1.5221213541857696e-16,4.036618403050606e-17,1.1710286929799218e-16,1.4830617592672888e-16,True,True,1.5273449659913243e-16,False,0.23016288710428348,6.938893903907228e-16
10,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00022134300161269493,0.6719858832518577,0.6179233429873228,0.3176314514933474,0.14895805463659173,2.440972299197189e-17,0.030000000000000006,0.02999999999999998,0.030000000000000002,0.02785254754315141,True,False,0.05999999999999998,True,0.07940786287333686,6.938893903907228e-16
10,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00015612399874953553,0.9092803728019924,0.16089694690282905,0.9206515484171338,1.7630714215781553e-16,1.3995735673379352e-16,1.6364542864940906e-16,2.3688071915615528e-17,1.4995076558897917e-16,1.6288166655679423e-16,True,True,1.2971118572675798e-16,False,0.23016288710428345,6.938893903907228e-16
10,64,96,4,2,False,no_change,12,52,13,1.2019991117995232e-06,1.0002664032330169,1.1807081719714603,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.938893903907228e-16
10,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00014467699656961486,0.43236156752220806,0.047842267639485875,1.1867640553861567,0.5410243882218421,6.400907787106503e-17,0.11414317334436808,0.114143173344368,0.11414317334436799,0.09780006653798588,False,False,0.22828634668873599,True,0.2966910138465392,5.273559366969494e-16
10,64,96,4,4,False,robust_projector_ridge,20,44,21,0.00027566400240175426,1.0938793224965124,0.2579413865379518,1.1331593181809163,2.0370494078546862e-16,1.019251536860415e-16,1.3715337562247013e-16,3.5228221936428624e-17,1.2331187600569886e-16,1.6479873021779667e-16,True,True,2.0029859748389804e-16,False,0.2832898295452291,5.273559366969494e-16
10,64,96,4,4,False,no_change,20,44,21,1.4219986042007804e-06,1.000000196108524,1.1045290100503906,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.273559366969494e-16
10,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00021273899983498268,1.0938793224965124,0.2579413865379518,1.133159318180916,1.8324543515991133e-16,2.5018537765542006e-17,5.705345122568022e-17,3.2034913460138215e-17,1.037250047727649e-16,9.528354594820111e-17,True,True,1.1116112906877064e-16,False,0.283289829545229,5.273559366969494e-16
10,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00032158400063053705,0.5840820261293442,0.6275275458449739,0.31191459478852296,0.1421962538021211,4.808607757412083e-18,0.029999999999999985,0.02999999999999998,0.029999999999999978,0.025704577069079214,True,False,0.059999999999999956,True,0.07797864869713074,5.273559366969494e-16
10,64,256,2,2,False,no_change,6,58,7,1.0120020306203514e-06,1.0037218521875841,0.9713041887849155,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.608224830031759e-16
10,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.00026285499916411936,0.6800519137382895,0.6526088281208564,0.19283453791596886,0.12242824856331257,3.5893478634721755e-18,0.03,0.029999999999999995,0.030000000000000002,0.027268607298982016,True,False,0.05999999999999997,True,0.048208634478992214,3.608224830031759e-16
10,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00020215399854350835,0.5709755100117075,0.3921189881403948,0.8058473893427114,8.676560314296984e-17,1.7796774929339226e-17,3.8496236054564773e-17,2.069946112522555e-17,3.146802251703616e-17,5.325629323999198e-17,True,True,2.2886683523971124e-17,False,0.20146184733567785,3.608224830031759e-16
10,64,256,2,2,False,nominal_null_ridge,6,58,7,0.0002120989993272815,0.14594557028996152,0.07715647568906109,0.9649150040118936,0.6126125290123927,4.185862945154403e-17,0.15011548466992558,0.15011548466992553,0.15011548466992553,0.13644800669868526,False,False,0.30023096933985116,True,0.2412287510029734,3.608224830031759e-16
10,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0002673820017662365,0.5709755100117077,0.3921189881403948,0.8058473893427115,1.1661737650069626e-16,3.801578323111275e-17,6.378004979557134e-17,2.5764266564458594e-17,6.839073589753112e-17,6.70261464651864e-17,True,True,1.0661495323737342e-16,False,0.20146184733567787,3.608224830031759e-16
10,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.000284107998595573,0.6637948765175826,0.6659018305010241,0.2000634395764646,0.14803359367219532,1.614697021154072e-17,0.029999999999999992,0.029999999999999975,0.02999999999999999,0.026385616632971814,True,False,0.05999999999999998,True,0.05001585989411615,4.440892098500626e-16
10,64,256,2,4,False,no_change,10,54,11,1.071999577106908e-06,1.0011802008485784,0.9953538852440238,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
10,64,256,2,4,False,robust_projector_ridge,10,54,11,0.0003494560005492531,0.5543448660458787,0.4437136437763185,0.7803726356713432,1.204767408471695e-16,1.7921914383083045e-17,4.6276459185089225e-17,2.8354544802006176e-17,3.8104732280068437e-17,4.685713699322384e-17,True,True,6.52441122458244e-17,False,0.1950931589178358,4.440892098500626e-16
10,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00023901999884401448,0.1336126683796589,0.07938342464343073,0.9906194555632518,0.7329922862421536,4.444118122279801e-17,0.14854579992132474,0.1485457999213247,0.1485457999213247,0.130649084305407,False,False,0.2970915998426494,True,0.24765486389081295,4.440892098500626e-16
10,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0002623040018079337,0.5543448660458787,0.44371364377631844,0.7803726356713433,1.1517860401916966e-16,4.049883347404996e-17,6.433852850593577e-17,2.3839695031885812e-17,6.231286335610152e-17,7.002293239937996e-17,True,True,6.253365719484958e-17,False,0.19509315891783582,4.440892098500626e-16
10,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.00025420300153200515,0.6638037532540427,0.5774414999253621,0.23415744850263956,0.13606670645254193,1.582786644015061e-17,0.03,0.02999999999999998,0.029999999999999985,0.028916114384667235,True,False,0.05999999999999998,True,0.05853936212565989,3.608224830031759e-16
10,64,256,4,2,False,robust_projector_ridge,12,52,13,0.0004164060010225512,0.6301756588339027,0.45399743474050525,0.7484831043003686,9.820467535184464e-17,3.713483449319038e-17,5.713551519118973e-17,2.000068069799935e-17,6.2576407546768e-17,8.166568893253353e-17,True,True,8.350130688671534e-17,False,0.18712077607509214,3.608224830031759e-16
10,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00019551399964257143,0.2962637947047083,0.18043773123068751,0.9027134988887361,0.524558383470155,8.086491213315134e-17,0.1156546808134391,0.11565468081343902,0.11565468081343903,0.11147613265078612,False,False,0.2313093616268781,True,0.22567837472218402,3.608224830031759e-16
10,64,256,4,2,False,no_change,12,52,13,1.3019998732488602e-06,1.0000176448288272,0.8985299823664371,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.608224830031759e-16
10,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00020389700148371048,0.6301756588339028,0.45399743474050525,0.7484831043003688,1.2403558353361323e-16,8.106932795590107e-17,1.0277730421140597e-16,2.1707976255504903e-17,8.239479992065644e-17,1.1026074901770089e-16,True,True,1.354313905039982e-16,False,0.1871207760750922,3.608224830031759e-16
10,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00020151300122961402,0.3110202510562566,0.17366954348540461,0.8677036038560225,0.5195190204614196,4.5111149621169534e-17,0.10577304742207366,0.10577304742207362,0.10577304742207357,0.09093796275636384,False,False,0.21154609484414721,True,0.21692590096400563,3.885780586188048e-16
10,64,256,4,4,False,no_change,20,44,21,1.1809970601461828e-06,1.0033732993284368,0.9434801898592056,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.885780586188048e-16
10,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00024237400066340342,0.5588198529499816,0.39675750651710856,0.7298234707923161,1.5884209374737408e-16,5.572756979560851e-17,8.61437993103661e-17,3.0416229514757585e-17,8.036095970540329e-17,1.1275702593849246e-16,True,True,9.936498493193006e-17,False,0.18245586769807903,3.885780586188048e-16
10,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002437170005578082,0.654252479913589,0.5717894000646452,0.24610341433963703,0.14734916875043205,6.179952383167375e-18,0.029999999999999978,0.02999999999999997,0.029999999999999978,0.02579238236187551,True,False,0.05999999999999994,True,0.06152585358490926,3.885780586188048e-16
10,64,256,4,4,False,robust_projector_ridge,20,44,21,0.00037035700006526895,0.5588198529499814,0.3967575065171085,0.7298234707923162,2.0956492159227257e-16,8.18818882225982e-17,1.205424942603816e-16,3.86606060377834e-17,8.967027109257956e-17,1.1085955284783107e-16,True,True,1.264594377097842e-16,False,0.18245586769807906,3.885780586188048e-16
10,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0006947440015210304,1.5655593431143437,0.0010587668635543281,1.1467844204787314,1.312501600062887e-16,3.461458705299905e-17,5.479999933655427e-17,2.0185412283555215e-17,5.826686467636993e-17,9.178626968761001e-17,True,True,1.112460246204509e-16,False,0.28669610511968285,9.18709552877317e-15
10,128,96,2,2,False,no_change,6,122,7,1.381999027216807e-06,1.001199598642186,0.8942906995741459,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.18709552877317e-15
10,128,96,2,2,False,nominal_null_ridge,6,122,7,0.0003368170000612736,0.8158886008619454,0.00047575535432440013,0.9463218500477517,0.39094457748200373,1.197540441072113e-17,0.0976623737336261,0.09766237373362609,0.09766237373362613,0.09273462790730491,False,False,0.1953247474672522,True,0.23658046251193793,9.18709552877317e-15
10,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.000380421999579994,0.750563539498963,0.4333173408857169,0.29069184391181463,0.120090643674596,5.644363174279367e-18,0.029999999999999995,0.02999999999999999,0.029999999999999985,0.028486291402328102,True,False,0.059999999999999984,True,0.07267296097795366,9.18709552877317e-15
10,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.00032838399783940986,1.5655593431143469,0.0010587668635543249,1.1467844204787314,1.0239457571345934e-16,2.9073806643313816e-17,5.640795466385068e-17,2.7334148020536855e-17,4.3409952471105863e-17,6.681593812384629e-17,True,True,6.646787169851676e-17,False,0.28669610511968285,9.18709552877317e-15
10,128,96,2,4,False,no_change,10,118,11,1.562999386806041e-06,1.0000994224049298,0.9084413003432373,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.469657728847551e-14
10,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0006314389975159429,0.7145537053833172,0.4480261068849594,0.26482971977565756,0.13514787169055975,5.1203012049203535e-18,0.029999999999999985,0.02999999999999998,0.029999999999999985,0.025216320379920977,True,False,0.05999999999999997,True,0.06620742994391439,1.469657728847551e-14
10,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0006507180005428381,1.9762465000179132,0.0020136423692057918,1.2465672440428934,1.1012060337414666e-16,3.3835620477484235e-17,4.608430849861339e-17,1.2248688021129152e-17,6.623579105090345e-17,8.264209712867623e-17,True,True,4.0830541364402714e-17,False,0.31164181101072336,1.469657728847551e-14
10,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.00036029100010637194,1.9762465000179303,0.00201364236920575,1.2465672440428952,1.0227207981783496e-16,6.729822010528721e-17,8.148040957894551e-17,1.4182189473658304e-17,7.747396593883451e-17,1.0961064118453298e-16,True,True,4.960861792956483e-17,False,0.3116418110107238,1.469657728847551e-14
10,128,96,2,4,False,nominal_null_ridge,10,118,11,0.00047010700291139074,0.5908600499275203,0.00041101491315498513,0.8814120257460496,0.4498020821188543,4.005448426551378e-17,0.09984665163253327,0.09984665163253323,0.09984665163253328,0.08392550521427732,False,False,0.19969330326506646,True,0.2203530064365124,1.469657728847551e-14
10,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.000413361001847079,0.6985941148882108,0.5324623885456644,0.24157853761447473,0.14162160215446754,1.2333514549881043e-17,0.029999999999999995,0.02999999999999998,0.03,0.029826629021635208,True,False,0.059999999999999956,True,0.06039463440361868,1.2059797604990763e-14
10,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0003900459996657446,3.737976310136213,0.004139537252072541,1.7030478383955845,2.8768311237427505e-16,2.217801731903173e-16,2.6424372859478545e-16,4.246355540446817e-17,1.9803219054634801e-16,2.4730611152263736e-16,True,True,2.194270917860438e-16,False,0.4257619595988961,1.2059797604990763e-14
10,128,96,4,2,False,no_change,12,116,13,1.2620002962648869e-06,1.0000263835033647,0.9252260175568178,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.2059797604990763e-14
10,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0006586099989362992,3.7379763101361934,0.004139537252072684,1.7030478383955807,1.3705413342490537e-16,5.43054346022841e-17,8.418407950633454e-17,2.987864490405044e-17,8.540760893718226e-17,1.3999766587225027e-16,True,True,8.701328688121327e-17,False,0.4257619595988952,1.2059797604990763e-14
10,128,96,4,2,False,nominal_null_ridge,12,116,13,0.00031876999855739996,0.5299629448077039,0.0008172366796583489,0.9892058025548737,0.5799062781060691,6.764309462678905e-17,0.12284275900372076,0.12284275900372069,0.12284275900372071,0.12213284669327058,False,False,0.2456855180074414,True,0.24730145063871842,1.2059797604990763e-14
10,128,96,4,4,False,no_change,20,108,21,1.2319978850428015e-06,1.0000168182769233,1.1650997928930142,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.0824674490095276e-14
10,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.0005301070013956632,0.7933205646507193,0.6595992421445388,0.27158154025441467,0.1405130739550513,1.374330499880306e-17,0.03,0.029999999999999985,0.029999999999999985,0.025365383145483273,True,False,0.05999999999999995,True,0.06789538506360367,1.0824674490095276e-14
10,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0007651199994143099,2.825832166560281,0.0074165655106589595,1.5722027517904154,3.5197872111005705e-16,1.6368163966934546e-16,2.302250614210815e-16,6.654342175173603e-17,2.1136032246145208e-16,2.1360048580252794e-16,True,True,2.761642350819752e-16,False,0.39305068794760384,1.0824674490095276e-14
10,128,96,4,4,False,nominal_null_ridge,20,108,21,0.00034047199733322486,0.9672843970915557,0.0007225548340908683,1.0850732202603817,0.561404039104658,6.407332136201325e-17,0.1198615950749705,0.11986159507497043,0.11986159507497043,0.1013445094501799,False,False,0.23972319014994087,True,0.2712683050650954,1.0824674490095276e-14
10,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0004916399993817322,2.825832166560277,0.007416565510658933,1.5722027517904165,2.4861066108697266e-16,1.2580202956574582e-16,1.7124929205144107e-16,4.544726248569523e-17,1.3571924829861478e-16,1.7421884092632496e-16,True,True,1.789121503107698e-16,False,0.3930506879476041,1.0824674490095276e-14
10,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0006217839982127771,0.9966055239956892,0.2962564004222246,0.9483687241772,7.558203156860257e-17,1.9778890766513102e-17,3.230260953999361e-17,1.2523718773480513e-17,5.936836077832658e-17,6.594231344563069e-17,True,True,5.913505419270541e-17,False,0.2370921810443,1.0269562977782698e-15
10,128,256,2,2,False,no_change,6,122,7,1.2320015230216086e-06,1.0000776063830294,1.046829756813938,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.0269562977782698e-15
10,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.000662616002955474,0.7152573077253523,0.7415649284395625,0.1900667446213226,0.12307046753446753,1.1677214766175423e-18,0.02999999999999999,0.02999999999999999,0.02999999999999999,0.028506824559452488,True,False,0.059999999999999984,True,0.04751668615533065,1.0269562977782698e-15
10,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0010480960008862894,0.996605523995689,0.29625640042222456,0.9483687241771995,9.748065617571937e-17,4.718958039861916e-17,6.583682335778834e-17,1.8647242959169175e-17,4.838603712483317e-17,7.318806362944029e-17,True,True,7.287903453501167e-17,False,0.23709218104429988,1.0269562977782698e-15
10,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0005605120022664778,0.310054013773313,0.1007716554836971,1.0610635743312,0.6870512273828061,1.3985787785349405e-17,0.16747752108532168,0.16747752108532166,0.16747752108532166,0.15914174370770898,False,False,0.33495504217064326,True,0.2652658935828,1.0269562977782698e-15
10,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006791010018787347,0.6368308118828289,0.6686698220328178,0.2530081095574793,0.15517024677929023,5.380439690427565e-18,0.030000000000000006,0.03,0.03,0.026864915017060106,True,False,0.06,True,0.06325202738936983,5.828670879282072e-16
10,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0010197029987466522,1.0040404210942062,0.3186662789814392,1.0133258232273796,1.2173186962472242e-16,2.3864272523720094e-17,4.5415082715780474e-17,2.155081019206038e-17,3.189250306701418e-17,6.976198600599328e-17,True,True,6.374703107433826e-17,False,0.2533314558068449,5.828670879282072e-16
10,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0005930510014877655,0.27698020721305316,0.07964957149326249,1.0138413646696847,0.6217904043708421,9.898949898072314e-18,0.12021449033111206,0.12021449033111205,0.1202144903311121,0.10765173555215063,False,False,0.24042898066222423,True,0.25346034116742117,5.828670879282072e-16
10,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0005778390004707035,1.0040404210942053,0.3186662789814392,1.013325823227379,8.26389127798554e-17,3.828692303188421e-17,5.945200903548516e-17,2.1165086003600943e-17,5.296102888335985e-17,6.128572060233421e-17,True,True,5.318605668399177e-17,False,0.25333145580684474,5.828670879282072e-16
10,128,256,2,4,False,no_change,10,118,11,1.0610019671730697e-06,1.002694576371649,1.1187160229632722,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.828670879282072e-16
10,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005916699992667418,0.38823913371625185,0.12373843854793314,0.9679284575338873,0.5392492406946152,2.980826512730237e-17,0.10706445517259142,0.10706445517259139,0.1070644551725914,0.10282541931328923,False,False,0.21412891034518278,True,0.24198211438347184,7.494005416219807e-16
10,128,256,4,2,False,no_change,12,116,13,1.101001544157043e-06,1.0002604067403955,1.1699958232267995,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.494005416219807e-16
10,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0010948759991151746,1.0284750887563265,0.2936459594493912,1.0034545250917528,1.5970259588037398e-16,6.18499626356936e-17,9.121930725604615e-17,2.9369344620352564e-17,7.741606375557913e-17,9.49327818464743e-17,True,True,9.91399588722501e-17,False,0.2508636312729382,7.494005416219807e-16
10,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0007489359995815903,0.6389147851839321,0.6695886065417442,0.27121843266475926,0.15110035533977953,1.512374592430727e-17,0.030000000000000006,0.029999999999999992,0.030000000000000006,0.028812200785274054,True,False,0.05999999999999999,True,0.06780460816618981,7.494005416219807e-16
10,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0005913690001762006,1.0284750887563252,0.2936459594493912,1.0034545250917521,9.574826578363145e-17,5.46161665483674e-17,7.311958157065693e-17,1.8503415022289533e-17,9.391394014611296e-17,9.817389307378057e-17,True,True,1.0163127855681932e-16,False,0.25086363127293804,7.494005416219807e-16
10,128,256,4,4,False,no_change,20,108,21,1.4319994079414755e-06,1.0027350577747234,0.9617712316201729,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.996003610813204e-16
10,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006521809991681948,0.6944985762554635,0.6403195274390756,0.19799265251898376,0.13382732155358185,1.4718418865932555e-17,0.02999999999999997,0.029999999999999957,0.029999999999999975,0.026791789888088096,True,False,0.05999999999999994,True,0.04949816312974594,4.996003610813204e-16
10,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0008173389978765044,0.21295674620093769,0.059694891600413164,0.9905038336604473,0.6695019909116201,9.909963715173659e-17,0.15008190774637103,0.15008190774637092,0.15008190774637095,0.13403209794480647,False,False,0.3001638154927419,True,0.2476259584151118,4.996003610813204e-16
10,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0010916020000877324,0.8949575863153939,0.3327436816582866,0.8930978433047118,1.6248049239094332e-16,5.870091243095307e-17,9.288205842516635e-17,3.418114599421328e-17,8.827616433680824e-17,8.50412688313796e-17,True,True,7.940150742540235e-17,False,0.22327446082617794,4.996003610813204e-16
10,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006419649980671238,0.8949575863153939,0.33274368165828655,0.893097843304712,1.230838337641282e-16,5.004506233248157e-17,7.177534752715252e-17,2.1730285194670954e-17,6.303309373479404e-17,8.662442899298725e-17,True,True,8.285007358124453e-17,False,0.223274460826178,4.996003610813204e-16
10,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0006678739991912153,1.0000444281977554,1.0132046860986312,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
10,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.00023639600112801418,0.7519962928188464,0.7349250880826173,0.15830937839801293,0.19571653256892316,1.942296069113555e-17,0.03000000000000001,0.02999999999999999,0.030000000000000002,0.016351775808160687,True,False,0.05999999999999999,True,0.03957734459950323,0.0
10,64,96,4,16,True,no_change,64,0,65,9.409995982423425e-07,1.0000444281977554,1.0132046860986312,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
10,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0005060010007582605,1.0000444281977554,1.0132046860986312,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
10,64,96,4,16,True,nominal_null_ridge,64,0,65,0.0001360749993182253,0.2524396314739603,0.040243156738468865,1.0104959993075233,1.2492675744200878,1.144293086262415e-16,0.19149137142721676,0.19149137142721664,0.19149137142721676,0.10437413249250253,False,False,0.3829827428544334,True,0.25262399982688083,0.0
11,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00021125800049048848,1.471816155715888,0.2459147516904615,1.1022432132838627,1.3815982607052043e-16,3.069039122309917e-17,6.450080571835769e-17,3.381041449525852e-17,7.244417918960238e-17,8.689215865143175e-17,True,True,7.219451441763396e-17,False,0.27556080332096566,1.1657341758564144e-15
11,64,96,2,2,False,no_change,6,58,7,1.0219991963822395e-06,1.0008103662806516,1.007993236441657,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1657341758564144e-15
11,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.0001485640023020096,1.4718161557158849,0.24591475169046154,1.1022432132838615,9.026449040702048e-17,2.2618026913899002e-17,4.561650343905985e-17,2.2998476525160854e-17,5.933667229953932e-17,9.381951662078253e-17,True,True,2.98453111774546e-17,False,0.2755608033209654,1.1657341758564144e-15
11,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00011496300066937692,1.1146767521102638,0.08876277538655707,1.2132555836830756,0.5901989430011805,5.928593550334434e-17,0.13967340698889605,0.139673406988896,0.13967340698889608,0.13928631877481978,False,False,0.27934681397779204,True,0.3033138959207689,1.1657341758564144e-15
11,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00015132800035644323,0.7660137352002082,0.6604884590087169,0.2605912485072112,0.1267669248695496,7.152448122690996e-18,0.030000000000000002,0.029999999999999995,0.030000000000000002,0.029916858572632862,True,False,0.05999999999999999,True,0.0651478121268028,1.1657341758564144e-15
11,64,96,2,4,False,no_change,10,54,11,8.910028554964811e-07,1.0008527890496268,1.0980609462484414,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.881784197001252e-16
11,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00020596899776137434,1.2952904694131475,0.267574075410941,1.2043936651731793,2.0986832987190026e-16,1.1553831367574147e-16,1.5946778314734807e-16,4.39294694716066e-17,7.796612332912425e-17,1.086108692045682e-16,True,True,1.2118257228641695e-16,False,0.3010984162932948,8.881784197001252e-16
11,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00011878900113515556,0.036071343137840564,0.006692778448564231,1.0029912144014532,0.7320422316354376,3.319854670510408e-17,0.17811288358666894,0.1781128835866689,0.17811288358666905,0.1551812475671098,False,False,0.356225767173338,True,0.2507478036003633,8.881784197001252e-16
11,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.000186569999641506,0.7005226547676718,0.7641968110465381,0.16893632749144766,0.12329971031195432,1.0678153025208146e-17,0.030000000000000006,0.029999999999999995,0.030000000000000002,0.026137566992721094,True,False,0.06000000000000001,True,0.042234081872861914,8.881784197001252e-16
11,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00015672600056859665,1.2952904694131502,0.267574075410941,1.20439366517318,1.587362743681477e-16,7.244417918960238e-17,1.1048764169784246e-16,3.8043462508240087e-17,9.765430093065498e-17,1.2833436909124918e-16,True,True,1.2049774363595733e-16,False,0.301098416293295,8.881784197001252e-16
11,64,96,4,2,False,nominal_null_ridge,12,52,13,0.0001314370019827038,0.10727550616964077,0.020886577839351845,1.0027754196120915,0.7111550632258479,5.745575946153046e-17,0.16564340286604834,0.16564340286604828,0.16564340286604828,0.1584557978979819,False,False,0.3312868057320965,True,0.2506938549030229,3.7470027081099033e-16
11,64,96,4,2,False,robust_projector_ridge,12,52,13,0.00026465799965080805,1.2279517068542831,0.25104797047270905,1.011289165683829,2.1547262785480168e-16,6.059128614320848e-17,1.0453788490214538e-16,4.3946598758936907e-17,1.0264228489714072e-16,1.4363677986243032e-16,True,True,1.5474083458060427e-16,False,0.25282229142095725,3.7470027081099033e-16
11,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.0001637559980736114,0.6937394917674745,0.6064645065811014,0.18161461348805014,0.12879868155104393,6.7881793252855124e-18,0.029999999999999995,0.02999999999999999,0.029999999999999995,0.02869823883528663,True,False,0.059999999999999984,True,0.045403653372012534,3.7470027081099033e-16
11,64,96,4,2,False,no_change,12,52,13,9.510004019830376e-07,1.000451533980494,0.8896826752632814,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.7470027081099033e-16
11,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00015283999891835265,1.227951706854284,0.25104797047270905,1.0112891656838292,1.242751103718668e-16,4.224327714674015e-17,7.088243769393727e-17,2.863916054719713e-17,5.944434420632346e-17,9.225483867063898e-17,True,True,6.675868679006192e-17,False,0.2528222914209573,3.7470027081099033e-16
11,64,96,4,4,False,robust_projector_ridge,20,44,21,0.00029252899912535213,1.134094393437186,0.3576467745649347,0.9178572833180796,2.1165270420127526e-16,1.1883805438632455e-16,1.4864451458696923e-16,2.980646020064469e-17,1.5589364478944108e-16,1.8613601085143134e-16,True,True,1.79281803907982e-16,False,0.2294643208295199,6.106226635438361e-16
11,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.0002890149989980273,0.6515231485845292,0.7475561513913278,0.2192936700699861,0.15337812038321064,1.9578181680537433e-17,0.030000000000000006,0.029999999999999985,0.029999999999999978,0.02716245472945903,True,False,0.05999999999999994,True,0.054823417517496524,6.106226635438361e-16
11,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00021760700110462494,1.1340943934371857,0.3576467745649346,0.9178572833180799,1.972423311386445e-16,1.2300645156085197e-16,1.525364744453869e-16,2.953002288453493e-17,1.4254582852426746e-16,1.7768482622926844e-16,True,True,1.5724864046028901e-16,False,0.22946432082951998,6.106226635438361e-16
11,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00020784199659829028,0.15525219301188123,0.020028148614965335,1.0090846503758713,0.7057727974218595,9.547679106099419e-17,0.13804566042245933,0.13804566042245925,0.13804566042245925,0.1249886333941109,False,False,0.27609132084491844,True,0.2522711625939678,6.106226635438361e-16
11,64,96,4,4,False,no_change,20,44,21,1.08100357465446e-06,1.000431288289538,1.2020019857049171,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.106226635438361e-16
11,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0003004809987032786,0.5977310823190742,0.5336953881595725,0.7224659845785676,5.939716503183454e-17,2.2551405187698492e-17,3.703229260453155e-17,1.4480887416833064e-17,2.6422520788909847e-17,5.2845041577819695e-17,True,True,6.254634441385502e-17,False,0.1806164961446419,5.828670879282072e-16
11,64,256,2,2,False,no_change,6,58,7,1.1420015653129667e-06,1.0010145067060219,1.062755308191302,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.828670879282072e-16
11,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.0002673620001587551,0.6707277562563877,0.7080486923864686,0.20117672666340458,0.13914436147152917,6.314488766312914e-18,0.030000000000000013,0.030000000000000006,0.030000000000000002,0.02978373035239046,True,False,0.06000000000000001,True,0.050294181665851145,5.828670879282072e-16
11,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00019241900008637458,0.5977310823190742,0.5336953881595724,0.7224659845785679,2.6930464404357912e-17,8.673617379884035e-18,1.7414800060549346e-17,8.741182680665309e-18,3.5381555418772973e-17,5.815852873680767e-17,True,True,3.1524751290996645e-17,False,0.18061649614464198,5.828670879282072e-16
11,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00019088699991698377,0.1264373292231495,0.07412923071963223,0.9995174396050743,0.6913186143355465,3.273069708340169e-17,0.14905065653206498,0.14905065653206495,0.14905065653206495,0.1479761520999263,False,False,0.29810131306412996,True,0.24987935990126858,5.828670879282072e-16
11,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00019573499957914464,0.18215634990820123,0.10631991071141134,0.9241394272370105,0.5699744426197404,5.0515910130503314e-17,0.1209294820350136,0.12092948203501354,0.1209294820350136,0.10399304081637488,False,False,0.24185896407002713,True,0.23103485680925262,3.0531133177191805e-16
11,64,256,2,4,False,robust_projector_ridge,10,54,11,0.00028866399952676147,0.6763448550134691,0.369047073570968,0.772617318924356,8.373255182587906e-17,5.250225931237847e-17,7.408036864210926e-17,2.1578109329730794e-17,6.582812753581314e-17,8.673617379884035e-17,True,True,6.206335383118183e-17,False,0.193154329731089,3.0531133177191805e-16
11,64,256,2,4,False,no_change,10,54,11,1.1219999578315765e-06,1.0012416096716812,0.9414186309250929,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.0531133177191805e-16
11,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0002150229993276298,0.676344855013469,0.36904707357096805,0.7726173189243561,1.0223074051133379e-16,1.3877787807814457e-17,3.4913835200663124e-17,2.1036047392848665e-17,4.220764384040162e-17,6.245004513516506e-17,True,True,6.206335383118183e-17,False,0.19315432973108904,3.0531133177191805e-16
11,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.00024047199985943735,0.6420333187961184,0.5816591869252624,0.22925908844199902,0.14139838351115525,1.0587499293714891e-17,0.03,0.02999999999999999,0.029999999999999995,0.02579843369864057,True,False,0.060000000000000005,True,0.057314772110499755,3.0531133177191805e-16
11,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00031293000211007893,0.6864482314819029,0.41865255703520576,0.8417063335163268,1.7616040027321689e-16,7.719519468096792e-17,1.1411871484623575e-16,3.6923520165267844e-17,8.283191067987946e-17,9.926295738045746e-17,True,True,9.296564217729968e-17,False,0.2104265833790817,3.3306690738754696e-16
11,64,256,4,2,False,nominal_null_ridge,12,52,13,0.0008344339985342231,0.18293942473600874,0.11357681660981112,0.9565833353502424,0.5433743130354984,1.4380428636816757e-16,0.13263959112215384,0.1326395911221537,0.13263959112215376,0.12742774709552876,False,False,0.26527918224430747,True,0.2391458338375606,3.3306690738754696e-16
11,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.0002670520007086452,0.686448231481903,0.4186525570352058,0.8417063335163266,1.1659887419641002e-16,6.546714017464125e-17,8.4670600344786e-17,1.9203460170144752e-17,8.501278943621123e-17,9.285227927558367e-17,True,True,7.528111545673576e-17,False,0.21042658337908166,3.3306690738754696e-16
11,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.0005528709989448544,0.6583654303604219,0.7323503885509786,0.2163569701755069,0.12289867039813483,2.5933970921678772e-17,0.02999999999999999,0.029999999999999964,0.029999999999999978,0.028821201728111794,True,False,0.059999999999999935,True,0.054089242543876724,3.3306690738754696e-16
11,64,256,4,2,False,no_change,12,52,13,1.172000338556245e-06,1.0001351236386298,1.141579688118008,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.3306690738754696e-16
11,64,256,4,4,False,robust_projector_ridge,20,44,21,0.0003914279986929614,0.5572772111752703,0.4306818580278228,0.7393467910142549,1.983624247267931e-16,5.73509130977775e-17,9.207749151463263e-17,3.4726578416855133e-17,9.753096106339812e-17,9.80080384337496e-17,True,True,9.496719864090366e-17,False,0.18483669775356373,3.0531133177191805e-16
11,64,256,4,4,False,no_change,20,44,21,1.1709998943842947e-06,1.002775758017141,1.0027031963724422,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.0531133177191805e-16
11,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.000304959001368843,0.5572772111752705,0.4306818580278227,0.7393467910142553,1.8095460932649834e-16,3.4737810535209724e-17,6.566897233464623e-17,3.09311617994365e-17,5.377642775528102e-17,9.936498493193006e-17,True,True,9.272255196210976e-17,False,0.18483669775356382,3.0531133177191805e-16
11,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002797499982989393,0.6687329518031937,0.6614501628161145,0.19878686246055316,0.13276084000331465,1.4345924541205636e-17,0.030000000000000002,0.02999999999999999,0.029999999999999992,0.02505377369453541,True,False,0.05999999999999997,True,0.04969671561513829,3.0531133177191805e-16
11,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00020312599735916592,0.09929719650922232,0.06944767110877531,0.9668558840405523,0.6457197308642199,6.474493721195769e-17,0.1459134480125536,0.14591344801255354,0.14591344801255354,0.1218560835165292,False,False,0.2918268960251071,True,0.24171397101013808,3.0531133177191805e-16
11,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.00037148800038266927,2.1172833934486706,0.0017357502915476524,1.2815434507076044,8.422687284551576e-17,1.11982077385071e-16,1.2415906046471954e-16,1.2176983079648546e-17,7.763372099504205e-17,1.4638399707698793e-16,True,True,1.1722486946222052e-16,False,0.3203858626769011,1.6479873021779667e-14
11,128,96,2,2,False,nominal_null_ridge,6,122,7,0.0003304170022602193,0.9164987272456556,0.0006094482558060497,0.995423272576656,0.4145454000551204,3.631025287549341e-17,0.10338367862474117,0.10338367862474113,0.10338367862474113,0.0941850589863521,False,False,0.20676735724948225,True,0.248855818144164,1.6479873021779667e-14
11,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.0003740030006156303,0.7688732851642299,0.500209153563023,0.288853120478469,0.12029328194825337,1.452072176039713e-17,0.03,0.029999999999999985,0.029999999999999995,0.02733073350820359,True,False,0.05999999999999997,True,0.07221328011961725,1.6479873021779667e-14
11,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0008015949970285874,2.1172833934486754,0.0017357502915476004,1.2815434507076064,1.1903655104755412e-16,5.643852914529401e-17,7.572115055902611e-17,1.9282621413732098e-17,9.584739668111148e-17,1.383795397247842e-16,True,True,1.0780612072769332e-16,False,0.3203858626769016,1.6479873021779667e-14
11,128,96,2,2,False,no_change,6,122,7,1.3120006769895554e-06,1.0003707075019417,0.9840865892655578,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.6479873021779667e-14
11,128,96,2,4,False,no_change,10,118,11,1.3319986464921385e-06,1.0000125046889927,1.0705933458049053,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.4516166046973922e-14
11,128,96,2,4,False,nominal_null_ridge,10,118,11,0.0005103779985802248,0.460038192946492,0.00025279851929351296,0.8702860235641254,0.4757343022923258,1.2628977532625829e-17,0.11460703761221365,0.11460703761221364,0.11460703761221366,0.09687783765175936,False,False,0.22921407522442733,True,0.21757150589103136,1.4516166046973922e-14
11,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.00038261500230873935,1.6608629419204743,0.0020629501926622607,1.2656730259129438,1.2377819495426894e-16,4.97052010033583e-17,8.113349830748999e-17,3.142829730413169e-17,6.481461788203845e-17,8.009840277583555e-17,True,True,1.0488982222938547e-16,False,0.31641825647823596,1.4516166046973922e-14
11,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0004643280008167494,0.7198000423745784,0.5865074520881104,0.22780957653983874,0.12453012804554688,1.939479807224432e-18,0.029999999999999992,0.02999999999999999,0.030000000000000002,0.02535913317458483,True,False,0.06000000000000002,True,0.056952394134959686,1.4516166046973922e-14
11,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0007669740007258952,1.6608629419204652,0.0020629501926622894,1.2656730259129427,1.4341566458392351e-16,6.774311733017761e-17,1.0541175524069918e-16,3.7668637910521566e-17,9.639819490876586e-17,1.121683521088602e-16,True,True,1.3329179921125024e-16,False,0.3164182564782357,1.4516166046973922e-14
11,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0007208940005511977,4.058299904957502,0.00900206627545313,1.8835041422348173,3.2412274720224103e-16,1.8512141725339797e-16,2.4165375557794633e-16,5.653233832454833e-17,2.3542850399124203e-16,2.541355090868073e-16,True,True,2.5308242204032476e-16,False,0.47087603555870433,1.95815585968262e-14
11,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0004174469977442641,0.7237771008673184,0.7087904971933253,0.2345572725670472,0.13102308907563476,1.3569430169052903e-17,0.030000000000000006,0.029999999999999992,0.02999999999999999,0.02793045305447295,True,False,0.059999999999999984,True,0.0586393181417618,1.95815585968262e-14
11,128,96,4,2,False,no_change,12,116,13,1.3019998732488602e-06,1.0025609906286383,1.0999291108866884,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.95815585968262e-14
11,128,96,4,2,False,nominal_null_ridge,12,116,13,0.0003593299989006482,0.7495992701589775,0.0008720636135507872,1.173182290750486,0.6553366096931383,8.409384052680007e-17,0.15005063939108562,0.15005063939108554,0.15005063939108562,0.13969941131021224,False,False,0.3001012787821712,True,0.2932955726876215,1.95815585968262e-14
11,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0004023750007036142,4.0582999049574955,0.009002066275453259,1.883504142234814,2.9991933543714907e-16,1.92343890136798e-16,2.3740148481376937e-16,4.505759467697139e-17,2.265433629083071e-16,2.5533640218058744e-16,True,True,2.3983463708956454e-16,False,0.4708760355587035,1.95815585968262e-14
11,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0004629260001820512,1.7552399831129966,0.004972654261918192,1.3775512787340127,2.4401344677294937e-16,4.683753385137379e-17,9.647773975976558e-17,4.964020590839178e-17,8.217537263382348e-17,9.26413801423296e-17,True,True,1.0321240237922911e-16,False,0.3443878196835032,1.3732071035832405e-14
11,128,96,4,4,False,no_change,20,108,21,1.1920019460376352e-06,1.0002037743219307,1.1268037990431,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.3732071035832405e-14
11,128,96,4,4,False,nominal_null_ridge,20,108,21,0.0003448389979894273,0.3543799729063484,0.00047363364841530793,0.907269642638272,0.543999559276861,6.913368202906131e-17,0.10757635784195241,0.10757635784195234,0.10757635784195238,0.09586454400404472,False,False,0.21515271568390473,True,0.226817410659568,1.3732071035832405e-14
11,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.0003904069999407511,0.6609920042635167,0.5895053587015803,0.25301181249448945,0.15170607283695745,1.465077705994292e-17,0.030000000000000006,0.029999999999999992,0.029999999999999992,0.026733906759945986,True,False,0.05999999999999999,True,0.06325295312362236,1.3732071035832405e-14
11,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0007625260004715528,1.7552399831129952,0.0049726542619183646,1.3775512787340067,3.2289850641786867e-16,5.92097487909921e-17,1.231238905613583e-16,6.39141417703662e-17,9.728381220604177e-17,1.1242293031246443e-16,True,True,1.6566382135975892e-16,False,0.3443878196835017,1.3732071035832405e-14
11,128,256,2,2,False,no_change,6,122,7,1.5129990060813725e-06,1.000026304123188,1.0421597804550995,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.938893903907228e-16
11,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0005807940033264458,1.1404669994774108,0.29352156663002876,0.9453436445203875,1.0800494591879421e-16,6.451941285132678e-17,8.403896911880943e-17,1.9519556267482653e-17,1.1031841766386633e-16,1.130600000373589e-16,True,True,1.1957722727761463e-16,False,0.2363359111300969,6.938893903907228e-16
11,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0005967970027995761,0.06143150216882296,0.014092650889264157,0.9871721051278797,0.6693655093699613,3.025837140310865e-17,0.16733008867678206,0.16733008867678204,0.1673300886767821,0.1534830803914486,False,False,0.334660177353564,True,0.24679302628196992,6.938893903907228e-16
11,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0006152550013212021,0.6885028221174074,0.7094365943082794,0.1769864785707584,0.12000809561445698,5.79515949763186e-18,0.030000000000000006,0.03,0.029999999999999992,0.027517420495949074,True,False,0.059999999999999984,True,0.0442466196426896,6.938893903907228e-16
11,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0009679359973233659,1.1404669994774113,0.29352156663002876,0.9453436445203875,1.337474714095346e-16,1.0444418402013024e-17,3.277241201331941e-17,2.232799361130639e-17,4.989980870333383e-17,5.90730018673935e-17,True,True,5.77725141818692e-17,False,0.2363359111300969,6.938893903907228e-16
11,128,256,2,4,False,nominal_null_ridge,10,118,11,0.000565080001251772,0.04524017315578589,0.0130143720794091,0.9819055223259977,0.7146684668236146,4.3606498158693793e-17,0.1558376382149285,0.15583763821492844,0.15583763821492846,0.13651272703308992,False,False,0.3116752764298567,True,0.24547638058149943,6.800116025829084e-16
11,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006590210032300092,0.6713114254579098,0.7828150762557062,0.18902471833635678,0.13757943363552969,5.855695536269464e-18,0.029999999999999975,0.029999999999999968,0.029999999999999978,0.02627979901328083,True,False,0.059999999999999956,True,0.047256179584089196,6.800116025829084e-16
11,128,256,2,4,False,robust_projector_ridge,10,118,11,0.000986112001555739,0.8985980612319968,0.3386742868097107,0.9517876046506618,1.4499974965661376e-16,4.128917469640859e-17,7.247038919177226e-17,3.118121449536367e-17,6.68994033721284e-17,7.58582100055188e-17,True,True,1.0593204525245317e-16,False,0.23794690116266545,6.800116025829084e-16
11,128,256,2,4,False,no_change,10,118,11,1.4020006346981972e-06,1.0040853079318286,1.1890149294120427,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.800116025829084e-16
11,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0005964869997114874,0.8985980612319968,0.3386742868097107,0.9517876046506618,8.918524389599048e-17,3.4678880611104876e-17,4.9396594538117634e-17,1.471771392701276e-17,7.072589087961444e-17,8.108005714638254e-17,True,True,6.690643143246695e-17,False,0.23794690116266545,6.800116025829084e-16
11,128,256,4,2,False,no_change,12,116,13,1.663000148255378e-06,1.001627482111736,0.9094145711495805,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.3021142204224816e-16
11,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0006427659973269328,0.6676461851804888,0.18317291535936825,0.9670390732393106,0.44264041311460406,7.315721946274231e-17,0.10726451113580329,0.10726451113580322,0.10726451113580329,0.10029203037229559,False,False,0.21452902227160656,True,0.24175976830982765,4.3021142204224816e-16
11,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0006008330019540153,0.7204850041173965,0.5637567336380422,0.2704638457770011,0.12379874995771756,2.0858426813313248e-17,0.030000000000000006,0.029999999999999985,0.03,0.028049919580201105,True,False,0.06,True,0.06761596144425028,4.3021142204224816e-16
11,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0006203930024639703,0.970460963372144,0.33295954743325296,0.8762222370926033,1.4384892114612749e-16,9.578384691101012e-17,1.1981039153538998e-16,2.402654462437987e-17,1.018697806425207e-16,1.0848698354468616e-16,True,True,1.0619869584665037e-16,False,0.21905555927315082,4.3021142204224816e-16
11,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0011255119970883243,0.9704609633721436,0.33295954743325284,0.8762222370926033,1.131736739975676e-16,9.765646762105016e-17,1.1044855529498664e-16,1.2792087673936467e-17,9.871933166889463e-17,1.2624657921853235e-16,True,True,1.182732888435988e-16,False,0.21905555927315082,4.3021142204224816e-16
11,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0006055910016584676,0.08470450609739084,0.02302894529734832,0.9822524979613745,0.7071124177585343,9.106885210113025e-17,0.13976847594968173,0.13976847594968164,0.13976847594968167,0.13049816021524685,False,False,0.27953695189936334,True,0.24556312449034362,5.273559366969494e-16
11,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006634679994022008,0.8973198235951485,0.36887412276338094,0.8584202023735391,1.4087186983098502e-16,6.871344576781776e-17,8.955924154848199e-17,2.0845795780664226e-17,7.545548620275909e-17,9.762444385641767e-17,True,True,6.987815476629123e-17,False,0.21460505059338478,5.273559366969494e-16
11,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0012886479998996947,0.8973198235951485,0.3688741227633809,0.8584202023735391,1.3852825531381067e-16,4.9310106010724466e-17,7.702747375335463e-17,2.7717367742630173e-17,5.4966376997738136e-17,9.52203605659553e-17,True,True,1.079577946656974e-16,False,0.21460505059338478,5.273559366969494e-16
11,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006117899974924512,0.642871520637697,0.6498186104161339,0.2108313390313414,0.1517750865394933,1.6616260503529032e-17,0.03000000000000001,0.029999999999999992,0.03,0.028010213174727832,True,False,0.05999999999999999,True,0.05270783475783535,5.273559366969494e-16
11,128,256,4,4,False,no_change,20,108,21,1.1020019883289933e-06,1.0000015549653427,1.033968824972044,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.273559366969494e-16
11,64,96,4,16,True,nominal_null_ridge,64,0,65,0.0001486429973738268,0.33146263884506577,0.052774099028018634,1.0536589583807474,1.399573309682097,9.053860682492399e-17,0.23584296260046006,0.23584296260045998,0.23584296260045995,0.15545636669716928,False,False,0.4716859252009199,True,0.26341473959518685,0.0
11,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0007494560013583396,1.00054861623965,1.2225263259300467,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
11,64,96,4,16,True,no_change,64,0,65,1.2519994925241917e-06,1.00054861623965,1.2225263259300467,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
11,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0006493260007118806,1.00054861623965,1.2225263259300467,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
11,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.00023626599795534275,0.7919932017774385,0.9463261918372767,0.1340288826212394,0.17803032504129931,6.634041641019933e-18,0.029999999999999975,0.029999999999999968,0.029999999999999975,0.019774560790333205,True,False,0.059999999999999956,True,0.03350722065530985,0.0
12,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.00018976600040332414,0.6996839221633571,0.63886210592312,0.21999622144870318,0.14084796455162063,1.0919939820497634e-17,0.02999999999999999,0.029999999999999978,0.029999999999999995,0.02863441700801607,True,False,0.05999999999999998,True,0.054999055362175794,6.800116025829084e-16
12,64,96,2,2,False,robust_projector_ridge,6,58,7,0.0001838060015870724,0.8654737763058423,0.33785058004565566,0.937468959318241,1.2385432961221466e-16,3.8321294114307615e-17,6.403389738057286e-17,2.5712603266265244e-17,4.347204570675246e-17,8.341116186757555e-17,True,True,5.1577036902917074e-17,False,0.23436723982956026,6.800116025829084e-16
12,64,96,2,2,False,no_change,6,58,7,9.120012691710144e-07,1.0005391930447387,1.0210323576310787,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.800116025829084e-16
12,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00026466799681656994,0.8654737763058423,0.33785058004565566,0.937468959318241,5.831468876727317e-17,3.4867510341210807e-17,5.432371317925087e-17,1.945620283804006e-17,3.9557781533026204e-17,7.152448122690996e-17,True,True,5.419449386414209e-17,False,0.23436723982956026,6.800116025829084e-16
12,64,96,2,2,False,nominal_null_ridge,6,58,7,0.0001235859999724198,0.41131417372620044,0.07298079565660677,0.9580291515470424,0.613358061733712,5.840741104867067e-17,0.1306425826641428,0.13064258266414275,0.13064258266414278,0.12469580636697591,False,False,0.26128516532828555,True,0.2395072878867606,6.800116025829084e-16
12,64,96,2,4,False,no_change,10,54,11,1.0019975889008492e-06,1.0003036879079388,1.2393981221963422,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.273559366969494e-16
12,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00015990100291674025,1.1797852181954136,0.33644815194828664,1.1544754216404272,2.0218174803952918e-16,3.3503075168007876e-17,7.660042270377046e-17,4.3097347535762593e-17,5.2592187703924644e-17,7.889178315379734e-17,True,True,6.409671407832377e-17,False,0.2886188554101068,5.273559366969494e-16
12,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00017954999930225313,0.6244129555741038,0.7504139856172327,0.22611978970645247,0.13767954666700077,8.353206508153907e-18,0.030000000000000006,0.03,0.030000000000000002,0.026471184383525113,True,False,0.060000000000000005,True,0.05652994742661312,5.273559366969494e-16
12,64,96,2,4,False,nominal_null_ridge,10,54,11,0.0001398900021740701,0.11852638166305417,0.013517277726129805,0.9982230269767611,0.6077968408034478,3.1683246275659284e-17,0.1324372840085314,0.13243728400853136,0.1324372840085314,0.1168590588081039,False,False,0.2648745680170628,True,0.24955575674419028,5.273559366969494e-16
12,64,96,2,4,False,robust_projector_ridge,10,54,11,0.0001911370018206071,1.1797852181954136,0.3364481519482867,1.1544754216404272,1.639742330297402e-16,7.126928574009356e-18,3.181374431782183e-17,2.4686815743812477e-17,5.117115530114179e-17,1.1511123099174608e-16,True,True,7.796820846054089e-17,False,0.2886188554101068,5.273559366969494e-16
12,64,96,4,2,False,nominal_null_ridge,12,52,13,0.00022169299700181,0.19627007144315534,0.02925934519704428,0.9941174873719957,0.6318283969219837,1.2748742358093761e-16,0.14463741164699354,0.1446374116469934,0.14463741164699342,0.1335579378312253,False,False,0.28927482329398685,True,0.24852937184299892,1.0547118733938987e-15
12,64,96,4,2,False,robust_projector_ridge,12,52,13,0.0002475319997756742,1.0434496507692,0.22020529489899468,0.9686009908300409,1.4760511703520558e-16,6.074009836769117e-17,8.82289531502616e-17,2.7488854782570435e-17,8.103684174824287e-17,1.0038189903735026e-16,True,True,1.0491850808312276e-16,False,0.24215024770751023,1.0547118733938987e-15
12,64,96,4,2,False,no_change,12,52,13,9.409995982423425e-07,1.000085176940881,1.113815304525075,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.0547118733938987e-15
12,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.0001675019993854221,0.6729594017221565,0.7138165615944461,0.20619509352081097,0.13105082351667974,2.71977036730208e-17,0.029999999999999995,0.029999999999999968,0.029999999999999975,0.02770194854368471,True,False,0.05999999999999994,True,0.05154877338020274,1.0547118733938987e-15
12,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.0002715480004553683,1.0434496507692,0.22020529489899468,0.9686009908300413,1.5318100043724726e-16,6.34776067249126e-17,9.114371935232871e-17,2.7666112627416113e-17,8.094859918012022e-17,1.0264228489714072e-16,True,True,1.1802117098292865e-16,False,0.2421502477075103,1.0547118733938987e-15
12,64,96,4,4,False,no_change,20,44,21,1.172000338556245e-06,1.0011269632145892,1.0680972759111143,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
12,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.0002266510018671397,1.0435699947498818,0.21411602849880254,1.0090301267161281,1.810044922915845e-16,2.434800425099963e-17,6.304762607754244e-17,3.8699621826542807e-17,6.982127306007956e-17,9.874219130371972e-17,True,True,1.0906707418891041e-16,False,0.25225753167903203,4.440892098500626e-16
12,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.0002736810019996483,0.6642104818437088,0.6651207201788965,0.22580797369944394,0.14908287025209152,3.9693054660659823e-17,0.030000000000000006,0.029999999999999968,0.030000000000000002,0.028153516780437787,True,False,0.05999999999999998,True,0.056451993424860986,4.440892098500626e-16
12,64,96,4,4,False,robust_projector_ridge,20,44,21,0.0002789699974528048,1.0435699947498818,0.21411602849880249,1.0090301267161284,2.351002350782666e-16,3.5039696624640784e-17,7.985112858312277e-17,4.481143195848199e-17,7.546047120499111e-17,7.975955959980026e-17,True,True,1.1043481303162195e-16,False,0.2522575316790321,4.440892098500626e-16
12,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00014162199659040198,0.3165683642818061,0.03837562706163112,1.0168629266459956,0.6713529255574748,1.276643339166307e-16,0.13509659247013114,0.135096592470131,0.1350965924701311,0.1267814727695934,False,False,0.27019318494026207,True,0.2542157316614989,4.440892098500626e-16
12,64,256,2,2,False,no_change,6,58,7,8.819988579489291e-07,1.000068729643372,0.9870115101507372,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.636779683484747e-16
12,64,256,2,2,False,nominal_null_ridge,6,58,7,0.000198769001144683,0.5351897798107638,0.2852930263747522,0.8422152610730606,0.23965791936812011,3.878959614448864e-17,0.05190532233462512,0.05190532233462508,0.0519053223346251,0.051479108372557966,False,False,0.10381064466925019,True,0.21055381526826514,2.636779683484747e-16
12,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.0002479530012351461,0.5725317927678248,0.41373280050214506,0.48677971151596156,0.1385163844025963,3.1572443831564574e-17,0.030000000000000002,0.02999999999999997,0.030000000000000002,0.02975365881017785,True,False,0.05999999999999994,True,0.12169492787899039,2.636779683484747e-16
12,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0002769470011116937,0.6309217238353853,0.33485669857588785,0.8247255671461754,8.692905966885943e-17,3.878959614448864e-18,2.552799761053251e-17,2.1649037996083647e-17,3.788693259787749e-17,7.281707133729774e-17,True,True,6.227663318877332e-17,False,0.20618139178654385,2.636779683484747e-16
12,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00021185899822739884,0.6309217238353855,0.33485669857588796,0.8247255671461754,7.529682328621217e-17,3.979479852226652e-17,5.252574129025074e-17,1.2730942767984227e-17,4.336808689942018e-17,7.386337672070284e-17,True,True,7.757919228897728e-17,False,0.20618139178654385,2.636779683484747e-16
12,64,256,2,4,False,no_change,10,54,11,9.709983714856207e-07,1.00025345812979,1.0515489977246437,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
12,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0002993500020238571,0.6713435460233353,0.41152957190718986,0.8317706592098579,1.3791157480286178e-16,2.3273757686693185e-17,4.468855029288592e-17,2.1414792606192732e-17,6.407371121505085e-17,8.681447206519283e-17,True,True,7.494025494010919e-17,False,0.20794266480246448,4.440892098500626e-16
12,64,256,2,4,False,robust_projector_ridge,10,54,11,0.000303206001262879,0.671343546023335,0.4115295719071898,0.8317706592098576,1.5780887810637958e-16,2.945200827377961e-17,6.743907789897454e-17,3.798706962519493e-17,6.024887181797867e-17,9.598465775323034e-17,True,True,9.388364480094342e-17,False,0.2079426648024644,4.440892098500626e-16
12,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.00024987500000861473,0.6707070989196461,0.6924027095777663,0.19326704646781903,0.13843263842963016,1.1250654723016963e-17,0.030000000000000006,0.029999999999999995,0.029999999999999992,0.02590844255449089,True,False,0.059999999999999984,True,0.04831676161695476,4.440892098500626e-16
12,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00018771200120681897,0.09249060886696278,0.04046395073920185,0.9718427471996063,0.696108095468531,4.570757705052233e-17,0.15085490749113736,0.1508549074911373,0.1508549074911374,0.13028052349323901,False,False,0.3017098149822747,True,0.24296068679990157,4.440892098500626e-16
12,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.0002209129997936543,0.5882825441428191,0.40164688182594643,0.8365669270792652,1.79568568871913e-16,6.15311240341216e-17,1.0246989830433548e-16,4.093877427021389e-17,5.67442871641931e-17,8.245412765267636e-17,True,True,9.413972068005826e-17,False,0.2091417317698163,3.3306690738754696e-16
12,64,256,4,2,False,nominal_null_ridge,12,52,13,0.00019754700042540208,0.20015130707915277,0.1194323253277819,0.964205174170476,0.5775771959218053,7.320861918766877e-17,0.14094706490518488,0.1409470649051848,0.14094706490518477,0.13678328544696478,False,False,0.28189412981036954,True,0.241051293542619,3.3306690738754696e-16
12,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00029727700166404247,0.588282544142819,0.40164688182594643,0.8365669270792652,2.1517865961058073e-16,5.420186806143395e-17,1.0262839819043302e-16,4.842653012899908e-17,5.275955480050203e-17,9.173144913782984e-17,True,True,1.1824908539347291e-16,False,0.2091417317698163,3.3306690738754696e-16
12,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.0002535310013627168,0.6702841821592496,0.753060103837302,0.205227084682983,0.12293491807942401,1.5186572741449364e-17,0.029999999999999995,0.02999999999999998,0.029999999999999978,0.02911375675803797,True,False,0.05999999999999997,True,0.05130677117074575,3.3306690738754696e-16
12,64,256,4,2,False,no_change,12,52,13,1.0419971658848226e-06,1.000792466045905,1.1370254256859518,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.3306690738754696e-16
12,64,256,4,4,False,no_change,20,44,21,8.610004442743957e-07,1.0000511300006045,0.9032038001789225,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.914335439641036e-16
12,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.0002862209985323716,0.6553282219736121,0.5822793860804556,0.20039749756998732,0.13823142456447682,1.702439094765928e-17,0.030000000000000013,0.029999999999999995,0.030000000000000016,0.02526008021821528,True,False,0.060000000000000026,True,0.05009937439249683,2.914335439641036e-16
12,64,256,4,4,False,nominal_null_ridge,20,44,21,0.000198657999135321,0.08936093927797811,0.05801406520906682,0.9337147107842009,0.6440635046524583,6.851608744991126e-17,0.13977939676488846,0.1397793967648884,0.13977939676488846,0.11769462583782747,False,False,0.27955879352977686,True,0.23342867769605022,2.914335439641036e-16
12,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00028657099755946547,0.5871313748815765,0.4180031836880837,0.6801182612795672,1.4218384537277703e-16,3.273069708340169e-17,6.298689666151235e-17,3.025619957811066e-17,6.664589960562512e-17,6.777087521592769e-17,True,True,7.928654179053002e-17,False,0.1700295653198918,2.914335439641036e-16
12,64,256,4,4,False,robust_projector_ridge,20,44,21,0.0003544329993019346,0.5871313748815764,0.4180031836880837,0.6801182612795674,1.406410408876603e-16,5.989194037114866e-17,8.613202298962204e-17,2.6240082618473386e-17,8.647557378931384e-17,9.647620592332048e-17,True,True,1.306754655471988e-16,False,0.17002956531989186,2.914335439641036e-16
12,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0006678939971607178,2.3191896231335534,0.0024073307779395787,1.4497789079844712,1.5616525364154264e-16,7.351626287044711e-17,1.2121285645233016e-16,4.769659358188305e-17,1.3092278833360675e-16,1.5974533408876415e-16,True,True,1.528132866464668e-16,False,0.3624447269961178,1.6153745008296028e-14
12,128,96,2,2,False,no_change,6,122,7,1.1419979273341596e-06,1.0000002533988868,0.9723388097749351,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.6153745008296028e-14
12,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0003549840002960991,2.319189623133559,0.002407330777939525,1.4497789079844732,1.97274971750619e-16,1.8933137904189952e-16,2.1573339414147606e-16,2.6402015099576528e-17,2.150497449187013e-16,2.3495098857208314e-16,True,True,2.610398606436398e-16,False,0.3624447269961183,1.6153745008296028e-14
12,128,96,2,2,False,nominal_null_ridge,6,122,7,0.0003215830001863651,1.258795677756122,0.0009043010292843464,1.1773652242087336,0.4652134107132031,5.486362961461429e-17,0.11051430893227665,0.1105143089322766,0.11051430893227658,0.10685128755484746,False,False,0.22102861786455316,True,0.2943413060521834,1.6153745008296028e-14
12,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.00036441799966269173,0.7922921880392533,0.5219987485760044,0.3196052806872886,0.1262859303581095,1.523448734373272e-17,0.029999999999999978,0.029999999999999964,0.029999999999999995,0.029005643319995663,True,False,0.05999999999999994,True,0.07990132017182215,1.6153745008296028e-14
12,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0007332229979510885,2.017194193072476,0.0015477258947058103,1.3983325396118185,1.6139264107975937e-16,6.307336237568824e-17,9.670212774729126e-17,3.3628765371603035e-17,1.498303070619016e-16,1.372516020618253e-16,True,True,1.153297605929378e-16,False,0.3495831349029546,1.1213252548714081e-14
12,128,96,2,4,False,no_change,10,118,11,1.3829994713887572e-06,1.000046198449266,1.107167906422632,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1213252548714081e-14
12,128,96,2,4,False,nominal_null_ridge,10,118,11,0.00032865500179468654,0.9102810630584794,0.0010178883824443566,1.1560063496142525,0.4431398834331763,3.365679463123728e-17,0.09370027733769741,0.09370027733769738,0.09370027733769744,0.08528818070999981,False,False,0.1874005546753948,True,0.28900158740356313,1.1213252548714081e-14
12,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0003605819983931724,2.017194193072479,0.0015477258947058242,1.398332539611818,7.283825914869015e-17,4.5102810375396984e-17,6.832373841480209e-17,2.32209280394051e-17,5.727215236512865e-17,8.551764481076296e-17,True,True,4.6190575516186036e-17,False,0.3495831349029545,1.1213252548714081e-14
12,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0003846180006803479,0.6809362903560192,0.5180636636957657,0.37011833341153916,0.1418800123193102,1.1630192598759311e-17,0.030000000000000002,0.029999999999999992,0.030000000000000006,0.027306700620304374,True,False,0.060000000000000005,True,0.09252958335288479,1.1213252548714081e-14
12,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0007443089998560026,1.7505858681417161,0.0015855517905218567,1.2367082767343256,2.156734029931563e-16,1.214430335682244e-16,1.58486492152815e-16,3.704345858459057e-17,1.4328280363441112e-16,1.4838795106547844e-16,True,True,1.942740241463324e-16,False,0.3091770691835814,1.4432899320127035e-14
12,128,96,4,2,False,nominal_null_ridge,12,116,13,0.00034132300061173737,1.162450450233234,0.000815087879201417,1.061385762281231,0.350205394478166,6.472169365090996e-17,0.06835422316662623,0.06835422316662616,0.06835422316662619,0.06336397576918446,False,False,0.1367084463332523,True,0.26534644057030776,1.4432899320127035e-14
12,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0006314189995464403,0.8015830322958837,0.33367961819120656,0.4658318300365601,0.15370172240468952,2.6020852139652106e-17,0.029999999999999992,0.029999999999999968,0.029999999999999978,0.02780982922506028,True,False,0.05999999999999994,True,0.11645795750914002,1.4432899320127035e-14
12,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0003861210025206674,1.7505858681417137,0.001585551790521813,1.2367082767343274,1.5922497279257036e-16,1.3094864395062339e-16,1.522948577044604e-16,2.1346213753837012e-17,1.4942870665248912e-16,1.5385589049210595e-16,True,True,1.4632110764470288e-16,False,0.30917706918358184,1.4432899320127035e-14
12,128,96,4,2,False,no_change,12,116,13,1.1520023690536618e-06,1.0014449172535342,1.0404276498394796,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.4432899320127035e-14
12,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0008041989967750851,1.9806139486652803,0.005251833842467436,1.4354778923969955,3.851840054809804e-16,2.057032483881391e-16,2.660488420410162e-16,6.034559365287709e-17,2.238280701671654e-16,2.7636906725339144e-16,True,True,2.512536018813817e-16,False,0.3588694730992489,1.1102230246251565e-14
12,128,96,4,4,False,nominal_null_ridge,20,108,21,0.00035891999868908897,0.31810422553178275,0.000171044045927904,0.8385664758825734,0.5685556913457139,4.396249301220271e-17,0.10225925429336524,0.1022592542933652,0.10225925429336521,0.09436887605363037,False,False,0.2045185085867304,True,0.20964161897064335,1.1102230246251565e-14
12,128,96,4,4,False,no_change,20,108,21,1.3319986464921385e-06,1.0030208755561472,1.1973050164618462,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1102230246251565e-14
12,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.00039943000228959136,0.6603614136273013,0.6008432685110865,0.24601190816731225,0.16679830943650922,9.901324601212647e-18,0.029999999999999992,0.02999999999999998,0.02999999999999999,0.027685184105558203,True,False,0.05999999999999997,True,0.06150297704182806,1.1102230246251565e-14
12,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0004468119986995589,1.9806139486652716,0.005251833842467547,1.435477892396991,3.0307440574445924e-16,1.0215545094024563e-16,1.5663441679902844e-16,5.447896585878281e-17,1.2711233618435546e-16,1.6464262389657683e-16,True,True,1.6694967377063452e-16,False,0.35886947309924777,1.1102230246251565e-14
12,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0006662110026809387,0.23142911293493598,0.06637535927322832,0.9710866472517621,0.5707858657419153,6.447129612864634e-17,0.1364258547964401,0.13642585479644004,0.13642585479644007,0.12610665574027224,False,False,0.27285170959288013,True,0.24277166181294052,8.049116928532385e-16
12,128,256,2,2,False,no_change,6,122,7,1.2109994713682681e-06,1.0000089962376804,1.063900748363972,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.049116928532385e-16
12,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0006526010001834948,1.0317650755178038,0.29353624888505914,0.9955871463769516,1.186286005401927e-16,8.086491213315134e-17,1.0093031209703914e-16,2.00653999638878e-17,9.359874089862718e-17,1.068792401855795e-16,True,True,1.0560463097903111e-16,False,0.2488967865942379,8.049116928532385e-16
12,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0009938340008375235,1.0317650755178038,0.29353624888505914,0.9955871463769514,1.0165540560591496e-16,1.0651258647998396e-16,1.1968766333124278e-16,1.3175076851258827e-17,7.22986461815744e-17,1.2224878313756025e-16,True,True,6.854353230879277e-17,False,0.24889678659423786,8.049116928532385e-16
12,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0005978089975542389,0.6716223991539783,0.6766612966049732,0.2135416300746026,0.12551562163790286,7.940624470286169e-18,0.02999999999999999,0.02999999999999998,0.029999999999999995,0.027730811566862072,True,False,0.059999999999999984,True,0.05338540751865065,8.049116928532385e-16
12,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0009986519980884623,0.997941358514074,0.23490682681876648,1.0289560204431263,1.178561439265365e-16,6.035416168802266e-17,8.216452905433215e-17,2.1810367366309492e-17,7.679948212511533e-17,1.0717995173211183e-16,True,True,8.166108272880543e-17,False,0.25723900511078157,6.453171330633722e-16
12,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0005471320000651758,0.12458653883072712,0.03477910170996989,0.9638726121053991,0.6135972513460615,2.9144677351176577e-17,0.15303187302671403,0.153031873026714,0.15303187302671406,0.1271510023437675,False,False,0.30606374605342807,True,0.24096815302634977,6.453171330633722e-16
12,128,256,2,4,False,no_change,10,118,11,1.3919998309575021e-06,1.0007202587787971,1.0085651546916767,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.453171330633722e-16
12,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0007038280018605292,0.6853345172266558,0.6671196180733164,0.18895526658106196,0.12028812806315496,3.619108426676014e-18,0.030000000000000002,0.03,0.03000000000000001,0.024926376413409914,True,False,0.06000000000000001,True,0.04723881664526549,6.453171330633722e-16
12,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0006321199980448,0.997941358514074,0.23490682681876646,1.0289560204431265,8.134253151621873e-17,3.550331718477326e-17,4.878637380461413e-17,1.3283056619840871e-17,5.961495282646855e-17,9.15467340958845e-17,True,True,7.025094648823097e-17,False,0.2572390051107816,6.453171330633722e-16
12,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0006405929998436477,0.641476210992104,0.663038786655819,0.23633636322054508,0.13832941830131182,6.1065227047772466e-18,0.03,0.029999999999999992,0.03000000000000001,0.0285521806727647,True,False,0.060000000000000005,True,0.05908409080513627,8.326672684688674e-16
12,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0010029879995272495,0.8214375337567926,0.260443496850877,0.902185338126663,8.647190350189834e-17,3.804545602077247e-17,5.5419536213099225e-17,1.737408019232676e-17,7.093831331583928e-17,6.86532020306194e-17,True,True,6.696122498712619e-17,False,0.22554633453166575,8.326672684688674e-16
12,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0010441599988553207,0.8214375337567928,0.260443496850877,0.9021853381266627,9.498967733880463e-17,3.667617340362759e-17,5.82448094164064e-17,2.1568636012778818e-17,6.737040720984981e-17,6.949727468511708e-17,True,True,7.139814998688667e-17,False,0.22554633453166567,8.326672684688674e-16
12,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005574879978667013,0.2514542086880009,0.07778253658946513,0.9367740548944616,0.5483007706790639,3.017823724545679e-17,0.11891196624959656,0.11891196624959653,0.11891196624959655,0.11317319815040605,False,False,0.2378239324991931,True,0.2341935137236154,8.326672684688674e-16
12,128,256,4,2,False,no_change,12,116,13,1.1619995348155499e-06,1.0003566577321585,1.118692067412153,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,8.326672684688674e-16
12,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0005942040006630123,0.2456005762064575,0.07743628143860064,0.9791281611124119,0.6071204799618324,7.674068450353824e-17,0.11098478420467554,0.11098478420467546,0.11098478420467549,0.10826790805564541,False,False,0.22196956840935098,True,0.24478204027810296,6.522560269672795e-16
12,128,256,4,4,False,no_change,20,108,21,1.282001903746277e-06,1.0000069016295579,1.1238072294318249,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.522560269672795e-16
12,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.000646992997644702,0.6009409100400362,0.6383598318724185,0.26466551287969164,0.16410911215780577,3.241021061170069e-17,0.030000000000000002,0.02999999999999997,0.02999999999999999,0.029265608479081304,True,False,0.05999999999999997,True,0.06616637821992291,6.522560269672795e-16
12,128,256,4,4,False,robust_projector_ridge,20,108,21,0.0011262430016358849,0.8757873706971159,0.32089746496541693,0.9881547259461395,2.0781415267909495e-16,1.1168440202394181e-16,1.4409697314464965e-16,3.2412571120707835e-17,1.1193188968958834e-16,1.2075033684633563e-16,True,True,1.593498374320683e-16,False,0.24703868148653488,6.522560269672795e-16
12,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006362560015986674,0.8757873706971154,0.32089746496541693,0.9881547259461392,1.523893111657006e-16,8.086491213315134e-17,1.0624688937649993e-16,2.5381977243348585e-17,8.601571079400307e-17,1.1927485447690885e-16,True,True,1.1719357890125854e-16,False,0.2470386814865348,6.522560269672795e-16
12,64,96,4,16,True,no_change,64,0,65,1.1919983080588281e-06,1.0007164910126973,1.0653902096799321,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
12,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.0003818340010184329,0.7541024614049278,0.8105432987699269,0.13560403477823085,0.18420535042691435,1.0606668729125855e-17,0.029999999999999985,0.029999999999999975,0.029999999999999978,0.01992240029792804,True,False,0.05999999999999995,True,0.03390100869455771,0.0
12,64,96,4,16,True,nominal_null_ridge,64,0,65,0.00027186900115339085,0.0866292632111255,0.021086245388103653,1.0283014917214452,1.3968510371896092,6.947697461905377e-17,0.22749356095557485,0.22749356095557477,0.22749356095557471,0.15107392621860183,False,False,0.4549871219111495,True,0.2570753729303613,0.0
12,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0006546039985551033,1.0007164910126973,1.0653902096799321,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
12,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0007071540021570399,1.0007164910126973,1.0653902096799321,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
13,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.0001982079993467778,0.6353685835382517,0.49815852350461043,0.34963008334254747,0.14273605990064445,1.2509268882771003e-17,0.030000000000000002,0.02999999999999999,0.03,0.02902289318129343,True,False,0.059999999999999984,True,0.08740752083563687,6.938893903907228e-16
13,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00013324999963515438,1.335392134815359,0.20252561162538782,1.1469072681822017,1.2446273652677826e-16,8.881038776727277e-17,9.899220115384084e-17,1.0181813386568077e-17,9.00720816387144e-17,1.2959440947882094e-16,True,True,8.892890325501651e-17,False,0.2867268170455504,6.938893903907228e-16
13,64,96,2,2,False,nominal_null_ridge,6,58,7,0.0001764150001690723,0.729072875022687,0.11601634665601734,1.0870406953283,0.4437830529897555,2.5018537765542006e-17,0.09327349794410683,0.0932734979441068,0.09327349794410682,0.09023555891591352,False,False,0.1865469958882136,True,0.271760173832075,6.938893903907228e-16
13,64,96,2,2,False,no_change,6,58,7,1.172000338556245e-06,1.0009197523112814,0.9352311345048442,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.938893903907228e-16
13,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00018525800260249525,1.3353921348153581,0.20252561162538785,1.146907268182201,1.0989830570866733e-16,2.4532694666933986e-17,4.030064719982693e-17,1.5767952532892943e-17,1.7085044840333033e-17,6.071532165918825e-17,True,True,2.5744722464373908e-17,False,0.28672681704555025,6.938893903907228e-16
13,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00023391200011246838,1.0116069253237099,0.17605277908704522,1.0305195554927975,1.5745218329728126e-16,6.463190964884229e-17,8.926701001640259e-17,2.4635100367560293e-17,7.653228631798252e-17,1.023275501462469e-16,True,True,1.0450539198609695e-16,False,0.2576298888731994,4.996003610813204e-16
13,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00017614500029594637,0.6917498501336414,0.633030140863098,0.2377001741095777,0.12645494131172083,7.05981306231723e-18,0.029999999999999995,0.02999999999999999,0.029999999999999985,0.0254158616138846,True,False,0.05999999999999996,True,0.059425043527394424,4.996003610813204e-16
13,64,96,2,4,False,no_change,10,54,11,1.0520016076043248e-06,1.000080353690761,1.053843587242568,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.996003610813204e-16
13,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00019301000065752305,1.0116069253237094,0.17605277908704528,1.0305195554927973,1.6156429127632086e-16,3.0015760697410853e-17,6.91995823860713e-17,3.918382168866044e-17,2.722189631084451e-17,6.285829819150323e-17,True,True,5.882134027893551e-17,False,0.2576298888731993,4.996003610813204e-16
13,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00013225899965618737,0.4613495099512911,0.04357525661022166,0.9966737243151181,0.5302239166939011,7.911556306605241e-17,0.12578960802809427,0.1257896080280942,0.12578960802809422,0.10656837567022773,False,False,0.2515792160561884,True,0.24916843107877953,4.996003610813204e-16
13,64,96,4,2,False,no_change,12,52,13,8.90999217517674e-07,1.0000799396598814,1.0611344319279892,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,7.771561172376096e-16
13,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00018674099919735454,0.6784918835811672,0.6275665905733391,0.2543329286231257,0.14546472451556255,2.7840994503289866e-17,0.030000000000000013,0.029999999999999985,0.030000000000000002,0.029567058807211964,True,False,0.059999999999999984,True,0.06358323215578142,7.771561172376096e-16
13,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00021064699831185862,0.723895582517789,0.29551356914342647,0.9800370880021121,1.4610814032077462e-16,6.761702276524951e-17,9.755000968235668e-17,2.9932986917107175e-17,7.017646700643921e-17,9.029783911992404e-17,True,True,1.183133385254298e-16,False,0.24500927200052802,7.771561172376096e-16
13,64,96,4,2,False,robust_projector_ridge,12,52,13,0.0002139409989467822,0.7238955825177892,0.29551356914342647,0.9800370880021119,1.0638520773106847e-16,6.55970986842371e-17,8.575460990521443e-17,2.015751122097732e-17,7.330850447276115e-17,8.714402687188461e-17,True,True,9.906546944392437e-17,False,0.24500927200052797,7.771561172376096e-16
13,64,96,4,2,False,nominal_null_ridge,12,52,13,0.0001190390030387789,0.4635797741359287,0.08242462624440432,0.9925186749539557,0.5676671770750831,9.558310611026903e-17,0.11707316236955122,0.11707316236955112,0.1170731623695512,0.1153836358842265,False,False,0.23414632473910238,True,0.24812966873848893,7.771561172376096e-16
13,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00020598999981302768,0.74638362562023,0.30167564591013507,0.8835573091785413,1.4510289510213816e-16,6.912960113878106e-17,9.56131526314838e-17,2.648355149270273e-17,6.754570833117029e-17,1.0698125610497408e-16,True,True,1.2474338498510149e-16,False,0.2208893272946353,3.8163916471489756e-16
13,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00013445299919112585,0.22392972992407892,0.03272559850611966,1.0147899080781793,0.682678761417488,8.350581158323018e-17,0.14736160805948875,0.14736160805948867,0.14736160805948867,0.12445307033494553,False,False,0.29472321611897734,True,0.2536974770195448,3.8163916471489756e-16
13,64,96,4,4,False,no_change,20,44,21,1.4119978004600853e-06,1.0013761935991958,0.9165951627279482,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.8163916471489756e-16
13,64,96,4,4,False,robust_projector_ridge,20,44,21,0.0002691949994186871,0.7463836256202301,0.301675645910135,0.8835573091785411,1.681122705285147e-16,5.0644196448815e-17,8.369521220231659e-17,3.30510157535016e-17,5.386728408893287e-17,9.141515410104466e-17,True,True,8.077182483150769e-17,False,0.22088932729463528,3.8163916471489756e-16
13,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00017915899661602452,0.6831639400795658,0.5966888015365587,0.20659178223717192,0.13898031591957707,2.407417152737391e-17,0.03,0.029999999999999975,0.029999999999999978,0.025336260639481776,True,False,0.05999999999999994,True,0.05164794555929298,3.8163916471489756e-16
13,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.0003658399982668925,0.7238288671923654,0.7508290158077711,0.16649192972633942,0.12003654180861223,3.1273172206927508e-18,0.02999999999999999,0.029999999999999985,0.029999999999999985,0.02737704301908667,True,False,0.05999999999999998,True,0.041622982431584854,4.996003610813204e-16
13,64,256,2,2,False,no_change,6,58,7,1.1519987310748547e-06,1.0013031009742273,1.0629209362756575,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.996003610813204e-16
13,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00024723100068513304,0.719076016487321,0.3719383195319473,0.8547518243479224,3.848878618671343e-17,2.400963201807245e-17,2.956575983507282e-17,5.556127817000369e-18,5.2589952544328064e-17,6.694015585083859e-17,True,True,2.110382192020081e-17,False,0.2136879560869806,4.996003610813204e-16
13,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00019895899822586216,0.1450942767421226,0.08247254074441682,0.9461742671451184,0.6821681216806158,2.0888836804026048e-17,0.17049011361097186,0.17049011361097183,0.1704901136109718,0.1555838391552184,False,False,0.3409802272219436,True,0.2365435667862796,4.996003610813204e-16
13,64,256,2,2,False,robust_projector_ridge,6,58,7,0.00036688200270873494,0.7190760164873213,0.37193831953194734,0.8547518243479229,7.469912050002922e-17,5.004459255591889e-17,5.710041151081804e-17,7.055818954899152e-18,7.428612763898976e-17,1.0258363215812443e-16,True,True,7.461327794363651e-17,False,0.2136879560869807,4.996003610813204e-16
13,64,256,2,4,False,robust_projector_ridge,10,54,11,0.0003036269990843721,0.5886701100782626,0.3789021583899836,0.7652619689144031,1.0665749174455522e-16,4.0992019523480954e-17,6.888350085573556e-17,2.789148133225461e-17,5.618469141565346e-17,7.253887835135599e-17,True,True,6.369057972232327e-17,False,0.19131549222860078,5.273559366969494e-16
13,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00020522799968603067,0.5886701100782628,0.37890215838998365,0.7652619689144033,9.253722327796877e-17,3.218090308046739e-17,4.453962106724531e-17,1.2358717986777922e-17,3.1524751290996645e-17,7.664258822861523e-17,True,True,6.314488766312915e-17,False,0.19131549222860084,5.273559366969494e-16
13,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00019671599875437096,0.2795031308693754,0.19531203691421536,0.83632929613195,0.4909159257417265,5.356540306931904e-17,0.11908410909402711,0.11908410909402706,0.11908410909402709,0.10133514347806129,False,False,0.23816821818805414,True,0.2090823240329875,5.273559366969494e-16
13,64,256,2,4,False,no_change,10,54,11,1.2020027497783303e-06,1.0022160545111742,1.0349539105483128,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.273559366969494e-16
13,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.0035520099991117604,0.6954055700870492,0.6678283454305608,0.2106904025636862,0.12367290551439732,1.3653308496085314e-17,0.03,0.029999999999999985,0.030000000000000002,0.025528631212594913,True,False,0.05999999999999999,True,0.05267260064092155,5.273559366969494e-16
13,64,256,4,2,False,robust_projector_ridge,12,52,13,0.0003148240029986482,0.6006841424931717,0.3727334038822938,0.808908054650158,1.2510772310320783e-16,9.10192728294575e-17,1.1012496088584791e-16,1.910568805639042e-17,9.670986140218852e-17,1.3513039363970447e-16,True,True,1.3055450971845835e-16,False,0.2022270136625395,3.885780586188048e-16
13,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.0002571660006651655,0.6556713166217291,0.6465621922880743,0.21766122576418795,0.15963783370161946,7.996680103938911e-18,0.030000000000000013,0.030000000000000006,0.03,0.02834612956297214,True,False,0.059999999999999984,True,0.05441530644104699,3.885780586188048e-16
13,64,256,4,2,False,nominal_null_ridge,12,52,13,0.0001944230025401339,0.1635590796216643,0.1188116508298902,0.9576486251652545,0.7023618994700543,2.964296775167217e-17,0.1319916243882723,0.13199162438827228,0.13199162438827228,0.1247150562045707,False,False,0.2639832487765446,True,0.23941215629131363,3.885780586188048e-16
13,64,256,4,2,False,no_change,12,52,13,1.0420008038636297e-06,1.0001300160260977,0.9972947450605,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.885780586188048e-16
13,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.0002050889997917693,0.6006841424931717,0.37273340388229376,0.808908054650158,1.1457385650137985e-16,5.3072333128159466e-17,7.440289819077173e-17,2.1330565062612266e-17,6.709731234633243e-17,9.749203329027168e-17,True,True,1.0580391203424762e-16,False,0.2022270136625395,3.885780586188048e-16
13,64,256,4,4,False,no_change,20,44,21,9.110008249990642e-07,1.0023926865326247,0.9127565619437231,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.498001805406602e-16
13,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00024714200117159635,0.5944725052687666,0.37797325286277317,0.7906057672931897,1.7227559713888996e-16,6.098731183695384e-17,9.45401586184146e-17,3.3552846781460766e-17,8.889928919540585e-17,7.996680103938912e-17,True,True,1.116709290276899e-16,False,0.1976514418232974,2.498001805406602e-16
13,64,256,4,4,False,nominal_null_ridge,20,44,21,0.000203306000912562,0.1403229197929965,0.06841842497392456,0.9830104834817477,0.6772682336537114,6.492909823031017e-17,0.11844595077654449,0.11844595077654442,0.11844595077654448,0.11050236609020148,False,False,0.2368919015530889,True,0.24575262087043692,2.498001805406602e-16
13,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.000242805002926616,0.594492990306884,0.5428686138950722,0.2489769748236283,0.17153855303962712,1.9512666027916984e-17,0.030000000000000002,0.02999999999999998,0.029999999999999995,0.027988048227669076,True,False,0.05999999999999997,True,0.062244243705907074,2.498001805406602e-16
13,64,256,4,4,False,robust_projector_ridge,20,44,21,0.00038147400118759833,0.5944725052687666,0.3779732528627731,0.7906057672931897,2.0751708885455163e-16,1.1258341994493904e-16,1.5027088028352173e-16,3.7687460338582697e-17,1.2911750880923164e-16,1.3432140414991572e-16,True,True,1.3247655120144353e-16,False,0.1976514418232974,2.498001805406602e-16
13,128,96,2,2,False,nominal_null_ridge,6,122,7,0.000378628999897046,0.3652801789022257,0.0005016691764670207,0.9034674059541166,0.5330027459271577,2.7551537742692336e-17,0.13053851748774228,0.13053851748774226,0.13053851748774228,0.1269955679314713,False,False,0.26107703497548457,True,0.22586685148852914,1.5279444376403717e-14
13,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0006305479982984252,2.039787114610966,0.0020555121622305005,1.3541190576041873,1.3523999701832196e-16,3.913714551286889e-17,6.031556855563594e-17,2.1178423042767038e-17,5.991705756259507e-17,1.2649215337760908e-16,True,True,4.113343589830015e-17,False,0.3385297644010468,1.5279444376403717e-14
13,128,96,2,2,False,no_change,6,122,7,1.1310003174003214e-06,1.0047968750836522,0.8151947926849065,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.5279444376403717e-14
13,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.00038122299883980304,0.7184229766700223,0.48665211993627744,0.20763237318953462,0.12249321262068275,2.717002856672029e-18,0.030000000000000002,0.03,0.030000000000000002,0.029185769160446386,True,False,0.06,True,0.051908093297383655,1.5279444376403717e-14
13,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0003311380023660604,2.0397871146109647,0.0020555121622305513,1.3541190576041857,1.225378583426381e-16,1.1211468303779313e-16,1.242868519895932e-16,1.2172168951800077e-17,1.3353145932572213e-16,1.5908464154488177e-16,True,True,9.143264047347631e-17,False,0.33852976440104643,1.5279444376403717e-14
13,128,96,2,4,False,no_change,10,118,11,1.3620010577142239e-06,1.0018735347648007,1.0192780144716094,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.6816409376119168e-14
13,128,96,2,4,False,nominal_null_ridge,10,118,11,0.0003212529991287738,0.7349002046294643,0.0005002746912250543,0.9542865637526855,0.4735743682148028,4.838603712483317e-17,0.10546757929569218,0.10546757929569214,0.10546757929569217,0.09586509313840635,False,False,0.21093515859138431,True,0.23857164093817138,1.6816409376119168e-14
13,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0003776180019485764,1.7282031671346165,0.0013285481902843507,1.22871710623838,1.9471719912284123e-16,2.4425128309372856e-17,6.610593328884056e-17,4.168080497946771e-17,7.767610574623728e-17,1.1706813220050515e-16,True,True,7.987266704438207e-17,False,0.307179276559595,1.6816409376119168e-14
13,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0006540840004163329,1.7282031671346079,0.0013285481902843663,1.2287171062383793,1.8237358747033833e-16,9.93498412932028e-17,1.3399856267097527e-16,3.464872137777246e-17,1.657818511161987e-16,1.7032122529894136e-16,True,True,2.416501557353701e-16,False,0.3071792765595948,1.6816409376119168e-14
13,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.00036568900031852536,0.7499589035666997,0.5258370727291007,0.27144452450469675,0.13470709332023492,2.611104600503256e-18,0.029999999999999992,0.02999999999999999,0.030000000000000002,0.027268595841088553,True,False,0.06,True,0.06786113112617419,1.6816409376119168e-14
13,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.00039439300235244446,2.985803427745719,0.006590056374859249,1.602687209682639,2.860374382537526e-16,1.9651438789692267e-16,2.461849149502201e-16,4.967052705329746e-17,2.264727838647783e-16,2.44392926248509e-16,True,True,2.555864452676903e-16,False,0.40067180242065975,1.3329615189405786e-14
13,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0004045290006615687,0.8304157169252608,0.5576336193998046,0.3659232263978345,0.12502321019554538,4.1032719487864544e-17,0.030000000000000002,0.02999999999999996,0.030000000000000002,0.0275808570341975,True,False,0.059999999999999935,True,0.09148080659945862,1.3329615189405786e-14
13,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0006773979985155165,2.9858034277456755,0.006590056374859488,1.6026872096826317,2.951401445055518e-16,1.6614449368257042e-16,2.134570074132931e-16,4.7312513730722707e-17,1.7427712723158576e-16,2.440972299197189e-16,True,True,2.5977312100253055e-16,False,0.4006718024206579,1.3329615189405786e-14
13,128,96,4,2,False,no_change,12,116,13,1.3419994502328336e-06,1.0002657590715036,1.0760888094118386,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.3329615189405786e-14
13,128,96,4,2,False,nominal_null_ridge,12,116,13,0.00031577499976265244,1.605526738950463,0.0016869022888986323,1.283846766197272,0.4386456844765694,1.2590794595551717e-16,0.10525542028328073,0.10525542028328061,0.10525542028328068,0.0967678232969179,False,False,0.21051084056656127,True,0.320961691549318,1.3329615189405786e-14
13,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.0004448489999049343,0.6562258736033372,0.33734407170240016,0.30766392804743303,0.16610215467361839,7.046480070129584e-18,0.030000000000000002,0.029999999999999995,0.029999999999999995,0.02594717155785695,True,False,0.05999999999999999,True,0.07691598201185826,9.67628754899863e-15
13,128,96,4,4,False,robust_projector_ridge,20,108,21,0.000731480002286844,1.4557226105501837,0.0055057392136906,1.1504574247805066,2.1785676907019563e-16,6.569084244887296e-17,1.0458067876564069e-16,3.888983631676772e-17,8.807886555374583e-17,1.2012769257869771e-16,True,True,1.3639452934653056e-16,False,0.28761435619512665,9.67628754899863e-15
13,128,96,4,4,False,no_change,20,108,21,1.1619995348155499e-06,1.0004589104773947,0.833768567405146,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.67628754899863e-15
13,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0005031159998907242,1.4557226105501757,0.005505739213690659,1.1504574247805037,1.8921971438793542e-16,5.780983877474315e-17,9.758011902537697e-17,3.977028025063382e-17,7.45123809699021e-17,8.897119195551642e-17,True,True,9.708254047636493e-17,False,0.28761435619512593,9.67628754899863e-15
13,128,96,4,4,False,nominal_null_ridge,20,108,21,0.00033921999784070067,0.5069680378597524,0.00029590209426641153,0.8379359666729395,0.45238637634971135,3.512547324411549e-17,0.08170629283622943,0.08170629283622939,0.08170629283622942,0.07066823991927149,False,False,0.16341258567245887,True,0.20948399166823486,9.67628754899863e-15
13,128,256,2,2,False,no_change,6,122,7,1.7620004655327648e-06,1.0003181998344428,1.167042462517231,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.0269562977782698e-15
13,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0011196640007256065,0.8825259479417171,0.2442655104005642,1.0426172913184013,7.700204130265848e-17,7.014977752139728e-18,4.0895909233822783e-17,3.3880931481683056e-17,8.320600067529371e-17,8.524559834522435e-17,True,True,6.10874565385268e-17,False,0.2606543228296003,1.0269562977782698e-15
13,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0008074139987002127,0.2575683415627948,0.0808788204753588,0.9981352983921372,0.6027370062085617,7.926756236672954e-17,0.1296391053149827,0.12963910531498263,0.1296391053149827,0.12702390303939617,False,False,0.25927821062996537,True,0.2495338245980343,1.0269562977782698e-15
13,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0006877739979245234,0.8825259479417168,0.24426551040056416,1.0426172913184013,5.2306358821968855e-17,2.024506699687794e-17,2.782011120579604e-17,7.575044208918094e-18,4.9074971482056945e-17,7.949509031986898e-17,True,True,4.4084252294072894e-17,False,0.2606543228296003,1.0269562977782698e-15
13,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0007532930030720308,0.6572513715785381,0.7260500953055157,0.23098014197960842,0.1394803685378956,2.157099172104737e-17,0.030000000000000002,0.02999999999999998,0.03,0.029394811711505018,True,False,0.05999999999999998,True,0.057745035494902106,1.0269562977782698e-15
13,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.000706050999724539,0.7112625783896613,0.6554065416490966,0.21209732823888824,0.12272389084132179,4.8441517294867954e-18,0.029999999999999992,0.02999999999999999,0.029999999999999995,0.0253482601241154,True,False,0.059999999999999984,True,0.05302433205972206,5.412337245047638e-16
13,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0006370669980242383,1.0589904810996065,0.25638159793704274,0.9944566809399865,2.0541083226279945e-16,5.5399654425356546e-17,9.011547143580356e-17,3.471581701044702e-17,4.829131896783135e-17,8.236490595293034e-17,True,True,9.005317260291124e-17,False,0.24861417023499663,5.412337245047638e-16
13,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0009820470004342496,1.058990481099606,0.25638159793704285,0.9944566809399864,2.1525757848277614e-16,5.372919175386325e-17,1.0789992397966273e-16,5.417073222579947e-17,1.4613211356278288e-16,1.0103490346042938e-16,True,True,9.796371110966939e-17,False,0.2486141702349966,5.412337245047638e-16
13,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0005301780001900624,0.40861847756963354,0.07867917413133596,1.025243262688868,0.5932269081405602,1.941902643655932e-17,0.14501501803937694,0.14501501803937691,0.1450150180393769,0.12252927997218051,False,False,0.2900300360787538,True,0.256310815672217,5.412337245047638e-16
13,128,256,2,4,False,no_change,10,118,11,1.2519994925241917e-06,1.0031013571101055,0.9900228172977515,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.412337245047638e-16
13,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0006037780003680382,0.15248966770048863,0.0405844677116541,0.9713935901034112,0.6205310668931808,2.5153490401663703e-17,0.14093528819436002,0.14093528819436,0.14093528819435996,0.13320334982032817,False,False,0.28187057638872,True,0.2428483975258528,4.718447854656915e-16
13,128,256,4,2,False,no_change,12,116,13,1.2220007192809135e-06,1.0000286673035563,1.0231242490946837,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.718447854656915e-16
13,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0011838399987027515,0.8967476255220298,0.3211975477382795,0.9809605565218704,1.4836957143438478e-16,6.409093117995246e-17,9.553533494740362e-17,3.1444403767451164e-17,8.069727767687918e-17,1.0886685593800697e-16,True,True,9.740746502011661e-17,False,0.2452401391304676,4.718447854656915e-16
13,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0005915900001127739,0.8967476255220299,0.3211975477382796,0.9809605565218703,1.5676708625639334e-16,1.0492209326339626e-16,1.3238990361025606e-16,2.7467810346859807e-17,1.1213145738189374e-16,1.1882855810441129e-16,True,True,1.2271421200797982e-16,False,0.24524013913046758,4.718447854656915e-16
13,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0006463609970523976,0.6687548798178983,0.6525121072923232,0.20677438614886617,0.13208850845873815,7.199135081921623e-18,0.02999999999999999,0.02999999999999998,0.02999999999999999,0.028354151368384976,True,False,0.05999999999999997,True,0.05169359653721654,4.718447854656915e-16
13,128,256,4,4,False,no_change,20,108,21,1.4020006346981972e-06,1.0002054243447935,0.9292451522131839,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.0375688903360185e-16
13,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0007125519987312146,0.1164540223572475,0.03350600959022454,0.9454453895736357,0.6763139507804725,4.473434455583162e-17,0.11635700764145782,0.11635700764145777,0.11635700764145773,0.11180027646477513,False,False,0.23271401528291538,True,0.23636134739340892,4.0375688903360185e-16
13,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0007323009995161556,0.8166487810473536,0.3137801841967397,0.864385382267005,2.1427520694848294e-16,9.748852694404759e-17,1.3211463160554155e-16,3.462610466149396e-17,1.3630555906587455e-16,1.423907112211992e-16,True,True,1.644262567557881e-16,False,0.21609634556675125,4.0375688903360185e-16
13,128,256,4,4,False,robust_projector_ridge,20,108,21,0.001135886999691138,0.8166487810473539,0.3137801841967397,0.8643853822670051,2.314244156577481e-16,1.2200237566478832e-16,1.6262488666091622e-16,4.0622510996127895e-17,1.1774735092746044e-16,1.3735296856917625e-16,True,True,1.705772214802955e-16,False,0.21609634556675128,4.0375688903360185e-16
13,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0010392719996161759,0.6047545285059088,0.5303183482029816,0.24376152551643354,0.17437212364496288,8.333559038404944e-18,0.02999999999999999,0.02999999999999998,0.02999999999999999,0.028825150817544967,True,False,0.05999999999999997,True,0.060940381379108385,4.0375688903360185e-16
13,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.00043760799962910824,0.7828924509297787,0.6570018091259721,0.14390259632665137,0.19806904989859667,8.136574330657297e-18,0.029999999999999995,0.02999999999999999,0.03,0.020982974963681414,True,False,0.06,True,0.03597564908166284,0.0
13,64,96,4,16,True,nominal_null_ridge,64,0,65,0.0002134809983544983,0.3745164445988531,0.03935363887115214,1.0428006931050704,1.4353218620744654,5.419449386414209e-17,0.21739719498972082,0.21739719498972077,0.21739719498972085,0.15205466332146264,False,False,0.4347943899794417,True,0.2607001732762676,0.0
13,64,96,4,16,True,no_change,64,0,65,1.481999788666144e-06,1.00000282599841,0.8671051027567178,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
13,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0005276529991533607,1.00000282599841,0.8671051027567178,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
13,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0006675030017504469,1.00000282599841,0.8671051027567178,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
14,64,96,2,2,False,nominal_null_ridge,6,58,7,0.00014003099931869656,0.6567152504264652,0.07190147314837773,1.1421039405919529,0.6326071261584647,2.2215299868541707e-17,0.14643888893258777,0.14643888893258775,0.14643888893258775,0.14331504876182566,False,False,0.29287777786517555,True,0.2855259851479882,1.1102230246251565e-15
14,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00013669599866261706,1.4508302955677168,0.23547313603921113,1.2138518087309182,8.785915067226676e-17,3.4170089680666066e-17,5.139196809236997e-17,1.7221878411703903e-17,4.291468873614597e-17,9.794661063803545e-17,True,True,6.542834482890862e-17,False,0.30346295218272956,1.1102230246251565e-15
14,64,96,2,2,False,no_change,6,58,7,1.082000380847603e-06,1.0000882478065534,0.932886879936549,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.1102230246251565e-15
14,64,96,2,2,False,robust_projector_ridge,6,58,7,0.0007622259981872048,1.4508302955677184,0.2354731360392112,1.2138518087309187,1.2850483785594914e-16,8.673617379884035e-17,1.0534985323029712e-16,1.8613679431456762e-17,5.3860300581534765e-17,1.0297888985749563e-16,True,True,7.473417450352271e-17,False,0.3034629521827297,1.1102230246251565e-15
14,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.0002743619988905266,0.7279814312509346,0.6205020956201245,0.23397554070170115,0.12959818203408005,1.2509268882771003e-17,0.03000000000000001,0.029999999999999995,0.029999999999999992,0.029360038813419264,True,False,0.05999999999999999,True,0.05849388517542529,1.1102230246251565e-15
14,64,96,2,4,False,nominal_null_ridge,10,54,11,0.0001400399996782653,0.393581485975522,0.05282871903708183,0.9979957255766053,0.6549976978536657,3.8163916471489756e-17,0.1452535262184212,0.14525352621842116,0.1452535262184212,0.13090731177815887,False,False,0.29050705243684233,True,0.24949893139415133,6.661338147750939e-16
14,64,96,2,4,False,robust_projector_ridge,10,54,11,0.00020824299645028077,0.8162930461200705,0.21195359865550056,0.9386731580590567,1.6076425988123637e-16,6.842818993142715e-17,1.0941749356474479e-16,4.0989303633317633e-17,1.0507972009713376e-16,8.91021593784666e-17,True,True,1.0888758524337804e-16,False,0.23466828951476418,6.661338147750939e-16
14,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.0001676520005275961,0.7178342051304418,0.5832566674566259,0.2061214797792713,0.13528023344549928,5.485677294651096e-18,0.03,0.029999999999999992,0.029999999999999985,0.02703699838198291,True,False,0.05999999999999999,True,0.05153036994481783,6.661338147750939e-16
14,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00015315999917220324,0.8162930461200704,0.21195359865550048,0.9386731580590568,1.5857638061720388e-16,3.382710778154774e-17,6.71541087418201e-17,3.3327000960272363e-17,5.355212468067087e-17,5.974101546000533e-17,True,True,6.3996956157e-17,False,0.2346682895147642,6.661338147750939e-16
14,64,96,2,4,False,no_change,10,54,11,1.4119978004600853e-06,1.0001495680816737,0.890146396419086,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.661338147750939e-16
14,64,96,4,2,False,nominal_null_ridge,12,52,13,0.0002218430017819628,0.8459822270853914,0.11788327514311236,1.0115475763564326,0.5158222663355174,8.893313302996028e-17,0.1287122775988055,0.1287122775988054,0.1287122775988054,0.11188645865099334,False,False,0.25742455519761087,True,0.25288689408910814,5.967448757360216e-16
14,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.0002265010007249657,0.9791532094695027,0.27794908635528187,0.9347338259989032,1.334648140294715e-16,7.60580188284937e-17,9.70371204856313e-17,2.0979101657137602e-17,6.497772960371089e-17,8.618800369432124e-17,True,True,8.034223409412602e-17,False,0.2336834564997258,5.967448757360216e-16
14,64,96,4,2,False,no_change,12,52,13,1.1619995348155499e-06,1.000046857180484,0.8653787200093738,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.967448757360216e-16
14,64,96,4,2,False,robust_projector_ridge,12,52,13,0.00037028600127086975,0.9791532094695031,0.27794908635528187,0.9347338259989035,1.67781873516156e-16,4.241012571786834e-17,7.974753906641792e-17,3.7337413348549576e-17,6.01238740239574e-17,8.464668479171608e-17,True,True,1.1674959637980275e-16,False,0.23368345649972588,5.967448757360216e-16
14,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00021184899742365815,0.7935109863428913,0.5611952862645136,0.23576948413019613,0.12022682123845142,2.1157226869160502e-17,0.03000000000000001,0.02999999999999999,0.029999999999999985,0.026078271802417008,True,False,0.05999999999999997,True,0.05894237103254903,5.967448757360216e-16
14,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00025939999977708794,0.6950931851014673,0.6382577595908309,0.27736946779659183,0.1541719111510579,2.6670491963396226e-17,0.03,0.02999999999999997,0.029999999999999975,0.024885706248321,True,False,0.05999999999999993,True,0.06934236694914796,6.38378239159465e-16
14,64,96,4,4,False,no_change,20,44,21,1.2220007192809135e-06,1.005246760407372,1.063546294576091,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.38378239159465e-16
14,64,96,4,4,False,robust_projector_ridge,20,44,21,0.0002773369997157715,1.2510503691164336,0.20344499426497506,1.077323972689765,2.1428048417154436e-16,7.595236689233188e-17,1.1696798640798305e-16,4.1015619515651174e-17,1.002281431663742e-16,1.3434870560431211e-16,True,True,1.4158202592738353e-16,False,0.26933099317244125,6.38378239159465e-16
14,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.00020120300177950412,1.2510503691164312,0.2034449942649751,1.0773239726897643,2.5161265546600427e-16,1.1033236795256176e-16,1.581057401236045e-16,4.777337217104273e-17,1.4931979335709278e-16,1.514881480300989e-16,True,True,1.53363683595006e-16,False,0.2693309931724411,6.38378239159465e-16
14,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00019357099881744944,0.7183635501890545,0.08338648158310373,1.1062654329158146,0.6149020560477105,1.1596726990746784e-16,0.1196525459385196,0.11965254593851948,0.11965254593851954,0.09925460366965774,False,False,0.239305091877039,True,0.27656635822895365,6.38378239159465e-16
14,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00021079699945403263,0.2751687070124158,0.18260075786737356,0.9347021609661467,0.6182645489298032,3.68092625371903e-17,0.1498111165281821,0.14981111652818208,0.14981111652818213,0.14770589371296727,False,False,0.29962223305636415,True,0.23367554024153667,4.440892098500626e-16
14,64,256,2,2,False,no_change,6,58,7,1.001000782707706e-06,1.0006166582272813,1.1961503170228167,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
14,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00021147799998288974,0.5692344982121903,0.4393904987068303,0.7978893919250643,6.311676651378691e-17,3.3167373023402527e-17,4.824331151256195e-17,1.5075938489159423e-17,4.166948782366562e-17,7.15993849363114e-17,True,True,7.188121401956411e-17,False,0.19947234798126606,4.440892098500626e-16
14,64,256,2,2,False,robust_projector_ridge,6,58,7,0.00028035200011800043,0.5692344982121904,0.4393904987068302,0.7978893919250644,9.202666612044919e-17,6.270401505988581e-17,7.87607153586029e-17,1.6056700298717086e-17,9.502090353530633e-17,1.1558063003822426e-16,True,True,1.15193968001202e-16,False,0.1994723479812661,4.440892098500626e-16
14,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.0002447680017212406,0.716136270916558,0.8336619946009496,0.18717612870677314,0.12380881270853424,8.92213413022273e-18,0.030000000000000002,0.029999999999999992,0.030000000000000006,0.029578424579429892,True,False,0.05999999999999999,True,0.046794032176693284,4.440892098500626e-16
14,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00025199900119332597,0.22728981919629662,0.09951099412671316,0.957573703175856,0.6636693228914275,1.121683521088602e-16,0.1442672718972357,0.1442672718972356,0.14426727189723565,0.13751461505853727,False,False,0.28853454379447124,True,0.239393425793964,6.938893903907228e-16
14,64,256,2,4,False,robust_projector_ridge,10,54,11,0.00044621100096264854,0.657083507322998,0.4292733582391538,0.7273084598446319,9.671147857989096e-17,6.331146576060244e-17,7.96615656575792e-17,1.6350099896976763e-17,6.649333343923174e-17,8.274217291251864e-17,True,True,9.325651400906862e-17,False,0.18182711496115797,6.938893903907228e-16
14,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0006561759983014781,0.657083507322998,0.42927335823915375,0.7273084598446314,9.143587815722269e-17,2.5762979840233863e-17,5.136532881116344e-17,2.5602348970929582e-17,3.4312900515456327e-17,7.531702077501581e-17,True,True,5.246844741984193e-17,False,0.18182711496115786,6.938893903907228e-16
14,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.00033509399872855283,0.689008465717166,0.6378542310620133,0.19912493469578194,0.13800829131173387,3.2200621996683906e-17,0.030000000000000002,0.02999999999999997,0.029999999999999985,0.028595802759025932,True,False,0.05999999999999997,True,0.049781233673945484,6.938893903907228e-16
14,64,256,2,4,False,no_change,10,54,11,1.1920019460376352e-06,1.00004279295516,0.9528224840531185,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.938893903907228e-16
14,64,256,4,2,False,nominal_null_ridge,12,52,13,0.0003919600021617953,0.4987715463509823,0.324998355497181,0.7778864588068505,0.274892850108432,3.857810114156841e-17,0.061112381755753065,0.06111238175575302,0.061112381755753016,0.05949741523926353,False,False,0.12222476351150605,True,0.19447161470171262,3.608224830031759e-16
14,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.000224047002120642,0.6335093414200793,0.3952852499088598,0.722239256838248,8.14720041528084e-17,3.496446946337351e-17,4.987533992206306e-17,1.4910870458689548e-17,6.193632427318765e-17,7.113556129967475e-17,True,True,6.160100521542222e-17,False,0.180559814209562,3.608224830031759e-16
14,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.000251809000474168,0.6103025480938385,0.47911365134329076,0.38186359447541296,0.13494459332664802,1.7326894043653994e-17,0.029999999999999992,0.029999999999999975,0.029999999999999995,0.029207214739423493,True,False,0.05999999999999999,True,0.09546589861885324,3.608224830031759e-16
14,64,256,4,2,False,no_change,12,52,13,1.4030010788701475e-06,1.0007120691544291,0.9079463493150968,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,3.608224830031759e-16
14,64,256,4,2,False,robust_projector_ridge,12,52,13,0.00034491899714339525,0.6335093414200792,0.39528524990885977,0.7222392568382482,9.522529843372082e-17,4.5898518012781966e-17,6.586771427403482e-17,1.9969196261252858e-17,5.1108145016965626e-17,6.970399766417091e-17,True,True,7.798541948665993e-17,False,0.18055981420956205,3.608224830031759e-16
14,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.000320021001243731,0.6231731853660212,0.6606648499811775,0.25691340829292064,0.1607732779010678,3.9250514597743686e-17,0.029999999999999985,0.029999999999999947,0.030000000000000002,0.027557476382801153,True,False,0.059999999999999956,True,0.06422835207323016,4.996003610813204e-16
14,64,256,4,4,False,robust_projector_ridge,20,44,21,0.0006254709987842944,0.6078510518425669,0.43183909943687016,0.8059950868844235,1.889933902259784e-16,7.193483281323295e-17,1.0593018211353285e-16,3.399534930029989e-17,9.623514312668964e-17,1.1132708398268222e-16,True,True,1.3199652733439572e-16,False,0.20149877172110586,4.996003610813204e-16
14,64,256,4,4,False,no_change,20,44,21,1.2519994925241917e-06,1.0021976098017746,1.1343130875187881,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.996003610813204e-16
14,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00020992599820601754,0.27579764883772484,0.14828974349424498,0.9126107051769076,0.5711006501910918,1.228725896356433e-16,0.10656633819629897,0.10656633819629885,0.10656633819629889,0.09788997826820367,False,False,0.21313267639259775,True,0.2281526762942269,4.996003610813204e-16
14,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.0002591400007077027,0.6078510518425672,0.43183909943687027,0.8059950868844237,1.8346956170426408e-16,8.935088960157427e-17,1.2445215125977018e-16,3.51012616581959e-17,1.0640039959251728e-16,1.1884121964500177e-16,True,True,1.394499805851588e-16,False,0.20149877172110592,4.996003610813204e-16
14,128,96,2,2,False,nominal_null_ridge,6,122,7,0.00044620100015890785,0.27412102358975793,0.0002287092790685662,0.8946080498886504,0.5111367909880389,1.605534665436469e-17,0.12516619572877305,0.12516619572877302,0.12516619572877297,0.11421209575028318,False,False,0.25033239145754593,True,0.2236520124721626,1.4585554986012994e-14
14,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0004500069990172051,2.0832234883194087,0.0021010784875529127,1.374719591210654,9.259240309558962e-17,4.718958039861916e-17,7.427105298496286e-17,2.7081472586343696e-17,7.64066433232334e-17,7.796612332912425e-17,True,True,8.612688053928903e-17,False,0.3436798978026635,1.4585554986012994e-14
14,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.00037736699960078113,0.6793389134847349,0.5218149334677142,0.21442084534402744,0.12250994480066456,2.1301192910665894e-18,0.029999999999999985,0.02999999999999998,0.029999999999999992,0.027374506771246775,True,False,0.059999999999999956,True,0.05360521133600686,1.4585554986012994e-14
14,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0006375779994414188,2.0832234883194123,0.0021010784875529357,1.374719591210653,8.731467714457205e-17,1.471961680016039e-17,3.615623674222933e-17,2.1436619942068938e-17,2.1121638573370074e-17,6.283435673255384e-17,True,True,6.869154506741516e-17,False,0.3436798978026632,1.4585554986012994e-14
14,128,96,2,2,False,no_change,6,122,7,1.2319978850428015e-06,1.0000116790316844,0.8974492938119739,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.4585554986012994e-14
14,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0004855900006077718,2.1001448584309004,0.0026200168106074186,1.4745948484137403,1.1342627578716471e-16,7.263604342668101e-17,9.514808983741655e-17,2.2512046410735536e-17,1.3968833188730442e-16,1.448520071122161e-16,True,True,1.423557039601293e-16,False,0.3686487121034351,2.230854390106174e-14
14,128,96,2,4,False,no_change,10,118,11,1.6129997675307095e-06,1.00004937537221,1.1213109015758287,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.230854390106174e-14
14,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.00039162900066003203,0.7100840107546825,0.608748846601005,0.2909265853366557,0.13426022652485517,1.3211260394454924e-17,0.03000000000000002,0.030000000000000006,0.030000000000000013,0.026247197795014787,True,False,0.060000000000000005,True,0.07273164633416393,2.230854390106174e-14
14,128,96,2,4,False,nominal_null_ridge,10,118,11,0.0003256799973314628,0.797894553136056,0.0006151179032097665,1.0929239310733565,0.5043754058796077,2.2618026913899002e-17,0.11270100288105077,0.11270100288105074,0.1127010028810508,0.0986028504771824,False,False,0.2254020057621015,True,0.2732309827683391,2.230854390106174e-14
14,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0007358969996857923,2.1001448584309066,0.002620016810607431,1.4745948484137401,1.527078723623667e-16,1.1915732090460989e-16,1.4594945596028756e-16,2.6792135055677683e-17,1.1129640277756033e-16,1.238415189464035e-16,True,True,1.302213018880331e-16,False,0.36864871210343503,2.230854390106174e-14
14,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0008812249980110209,2.018492286205807,0.0022374796961193827,1.346901272291468,1.8152225529579996e-16,1.343354055888753e-16,1.6346548761945757e-16,2.913008203058228e-17,1.7340524961172393e-16,1.9534326621601566e-16,True,True,1.8719792920643745e-16,False,0.336725318072867,1.912359159916832e-14
14,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.00044953599717700854,0.6724065387495035,0.5773636352645491,0.2519952764110668,0.14181210885326379,9.450650531018839e-18,0.030000000000000016,0.030000000000000006,0.029999999999999995,0.029733530067792238,True,False,0.059999999999999984,True,0.0629988191027667,1.912359159916832e-14
14,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.00041840899939415976,2.0184922862058174,0.0022374796961193485,1.3469012722914693,1.6481656152569208e-16,8.044780119842443e-17,1.1131196977638512e-16,3.0864168577960695e-17,8.713235802054725e-17,1.235023827222687e-16,True,True,1.2506225063338992e-16,False,0.3367253180728673,1.912359159916832e-14
14,128,96,4,2,False,nominal_null_ridge,12,116,13,0.00032619999910821207,0.4188573878216417,0.00024592789732043834,0.8740370093510421,0.49187045597505386,2.9576918021902066e-17,0.10405397535213372,0.10405397535213369,0.10405397535213372,0.1031297334935327,False,False,0.2081079507042674,True,0.21850925233776053,1.912359159916832e-14
14,128,96,4,2,False,no_change,12,116,13,1.0020012268796563e-06,1.0002628330123795,1.1334793747733392,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.912359159916832e-14
14,128,96,4,4,False,no_change,20,108,21,1.6129997675307095e-06,1.000161324943722,1.0291897431475256,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.0630385460785874e-14
14,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.00048817400238476694,0.6955311177738883,0.5630870845344383,0.23542768924339144,0.15948470315399463,3.135829876522468e-17,0.03000000000000001,0.029999999999999978,0.02999999999999999,0.022946436393755192,True,False,0.059999999999999956,True,0.05885692231084786,1.0630385460785874e-14
14,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0009116209985222667,2.7167564189369116,0.008033651883750312,1.480007837571569,3.8662989992730366e-16,2.3566235979068304e-16,2.987709498826998e-16,6.310859009201675e-17,3.0612954725745144e-16,3.2050775209748443e-16,True,True,3.768824613641112e-16,False,0.37000195939289227,1.0630385460785874e-14
14,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0004473430017242208,2.7167564189368845,0.008033651883750553,1.480007837571561,3.1214208790083497e-16,2.049801699574665e-16,2.464871942646102e-16,4.150702430714372e-17,2.3006851849454093e-16,2.1133211343144625e-16,True,True,2.6066574336272183e-16,False,0.37000195939289027,1.0630385460785874e-14
14,128,96,4,4,False,nominal_null_ridge,20,108,21,0.00033914000232471153,0.4499541559657671,0.0003954479993114988,0.8968886981029062,0.6075752102006833,1.1074418023305181e-16,0.1142884298340556,0.11428842983405549,0.1142884298340556,0.08741707285764368,False,False,0.22857685966811117,True,0.22422217452572654,1.0630385460785874e-14
14,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.000982917998044286,0.6525361081633372,0.5666872787826809,0.2635620886270747,0.1384454073762051,1.0087159709609897e-17,0.029999999999999995,0.029999999999999985,0.030000000000000006,0.0297127220757772,True,False,0.060000000000000005,True,0.06589052215676867,5.074066167232161e-16
14,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0010659120016498491,1.040647492183049,0.23784042333280855,0.973268095796058,9.991178159233225e-17,2.516844047157301e-17,4.669249506065213e-17,2.1524054589079125e-17,4.8888742606452264e-17,9.652687927389852e-17,True,True,8.897119195551642e-17,False,0.2433170239490145,5.074066167232161e-16
14,128,256,2,2,False,robust_projector_ridge,6,122,7,0.0010943359993689228,1.040647492183049,0.23784042333280853,0.973268095796058,8.646099642734876e-17,5.80954333840531e-17,7.429543079293921e-17,1.6199997408886104e-17,1.0343288725511712e-16,1.2231030744097065e-16,True,True,1.0115089139279589e-16,False,0.2433170239490145,5.074066167232161e-16
14,128,256,2,2,False,no_change,6,122,7,1.3719982234761119e-06,1.0000155859033326,0.9802224982191018,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.074066167232161e-16
14,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0018048929996439256,0.4160269285556115,0.10341327509123657,0.9550083385951538,0.5016522640764078,2.3338317471424865e-17,0.1087039881460079,0.10870398814600787,0.10870398814600789,0.1076630462770304,False,False,0.21740797629201575,True,0.23875208464878844,5.074066167232161e-16
14,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0007877339994593058,0.9848867069443656,0.251760191549639,0.8838531628350819,8.273448053438951e-17,3.647047254756147e-17,5.402088056426276e-17,1.755040801670129e-17,7.692183281942173e-17,7.666712406438434e-17,True,True,4.252726876253798e-17,False,0.22096329070877047,4.440892098500626e-16
14,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.0006374479999067262,0.6953540525385559,0.623529376607715,0.18502077266414454,0.12447771916581153,6.969320381211996e-18,0.02999999999999999,0.02999999999999998,0.029999999999999975,0.025326678128255477,True,False,0.059999999999999956,True,0.046255193166036136,4.440892098500626e-16
14,128,256,2,4,False,no_change,10,118,11,1.1509982869029045e-06,1.0007687931872853,0.9098452765672793,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
14,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0006953960000828374,0.1766207575495593,0.0394585115033084,1.0111981693566838,0.680310864200368,9.004284355816151e-17,0.16395967135953574,0.16395967135953565,0.1639596713595357,0.13841846075125036,False,False,0.32791934271907136,True,0.25279954233917096,4.440892098500626e-16
14,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0010729440000432078,0.9848867069443659,0.251760191549639,0.8838531628350821,1.165713353241264e-16,5.287350645549808e-17,7.654786932511948e-17,2.3674362869621404e-17,9.399976561811722e-17,1.146099649848501e-16,True,True,6.963245721839615e-17,False,0.22096329070877052,4.440892098500626e-16
14,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0011190619989065453,0.8698066992987551,0.2859374748628832,0.9256174094443795,1.4057783931822292e-16,4.134323192063813e-17,7.175619314475207e-17,3.041296122411394e-17,8.321701941048033e-17,9.015973899034026e-17,True,True,9.0038665914456e-17,False,0.23140435236109488,5.828670879282072e-16
14,128,256,4,2,False,no_change,12,116,13,1.2810014595743269e-06,1.0000036033946325,0.9948022962621794,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.828670879282072e-16
14,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0005689250028808601,0.27357771082201054,0.0774278956203977,0.9941063828332616,0.667549315723397,9.058870869035788e-17,0.1467058344908783,0.1467058344908782,0.14670583449087823,0.14133198885986553,False,False,0.29341166898175647,True,0.2485265957083154,5.828670879282072e-16
14,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0007613540001329966,0.8698066992987549,0.28593747486288323,0.9256174094443796,9.013287689894789e-17,3.772774310137954e-17,5.79608521611916e-17,2.0233109059812057e-17,8.57065760517502e-17,6.628369094757308e-17,True,True,7.02080974775423e-17,False,0.2314043523610949,5.828670879282072e-16
14,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0007624459976796061,0.7016792973763768,0.6611896061588747,0.2032856538289359,0.13650772337174563,1.7300500291675032e-17,0.03,0.02999999999999998,0.029999999999999985,0.028901097768266288,True,False,0.05999999999999998,True,0.050821413457233976,5.828670879282072e-16
14,128,256,4,4,False,robust_projector_ridge,20,108,21,0.001303119002841413,0.8321804105571541,0.2444587679521738,0.861626005671765,1.4909212936341361e-16,7.869323207379729e-17,1.0365576530715334e-16,2.4962533233356045e-17,1.0711615682985345e-16,1.0869330910078298e-16,True,True,1.4510210271026306e-16,False,0.21540650141794124,5.689893001203927e-16
14,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0006840590031060856,0.15211310051341623,0.04073370272032507,0.9773114098703679,0.6655397510902133,6.116370669398988e-17,0.13177027585832657,0.1317702758583265,0.1317702758583265,0.11318704204487798,False,False,0.2635405517166531,True,0.24432785246759198,5.689893001203927e-16
14,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0008417549979640171,0.8321804105571532,0.2444587679521739,0.8616260056717645,1.6063468048186437e-16,6.39567233900264e-17,9.163691104264935e-17,2.7680187652622957e-17,9.645311773319352e-17,9.614393158537122e-17,True,True,8.87611361881045e-17,False,0.21540650141794113,5.689893001203927e-16
14,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006355859986797441,0.6430962001712537,0.6066175954657196,0.2225034599429227,0.15152273456703655,1.6969631157795407e-17,0.03,0.02999999999999998,0.029999999999999995,0.025769174718865626,True,False,0.059999999999999984,True,0.055625864985730675,5.689893001203927e-16
14,128,256,4,4,False,no_change,20,108,21,1.282001903746277e-06,1.000381870835172,0.9837838620701371,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.689893001203927e-16
14,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0007706989999860525,1.0015082859518356,1.0390217078174515,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
14,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.0002558740015956573,0.7823781528345516,0.7660702888254134,0.14283238574271342,0.1872358734142826,1.7873229836251334e-17,0.029999999999999992,0.029999999999999975,0.029999999999999985,0.01951507877979541,True,False,0.05999999999999996,True,0.035708096435678356,0.0
14,64,96,4,16,True,nominal_null_ridge,64,0,65,0.00013025499720242806,0.2855503924634542,0.05887585527452414,0.9400228228353755,1.2322555094751675,9.8879238130678e-17,0.19743900893638838,0.19743900893638827,0.1974390089363883,0.12843459378661165,False,False,0.3948780178727766,True,0.23500570570884388,0.0
14,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0007324519974645227,1.0015082859518356,1.0390217078174515,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
14,64,96,4,16,True,no_change,64,0,65,1.1619995348155499e-06,1.0015082859518356,1.0390217078174515,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
15,64,96,2,2,False,no_change,6,58,7,1.071999577106908e-06,1.0005112164306296,1.2281322064862272,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.0269562977782698e-15
15,64,96,2,2,False,scalar_budget_nominal,6,58,7,0.0002052590025414247,0.7190358480748299,0.7664818869660416,0.2796195348300046,0.12485377837401519,8.34483584875774e-18,0.030000000000000002,0.029999999999999995,0.02999999999999999,0.028480888588032462,True,False,0.059999999999999984,True,0.06990488370750116,1.0269562977782698e-15
15,64,96,2,2,False,robust_projector_ridge,6,58,7,0.00017968999964068644,1.2516878072136772,0.2568865100549922,1.0916909540574162,6.70469368097165e-17,1.3877787807814457e-17,3.0876391694844573e-17,1.6998603887030113e-17,5.0515910130503314e-17,7.076311083754595e-17,True,True,4.906538933386797e-17,False,0.27292273851435406,1.0269562977782698e-15
15,64,96,2,2,False,optimized_robust_basis_ridge,6,58,7,0.0001785990025382489,1.2516878072136768,0.2568865100549922,1.091690954057416,8.988709944933202e-17,1.5515838457795457e-17,3.383091646690655e-17,1.8315078009111094e-17,6.283435673255384e-17,6.254634441385502e-17,True,True,5.647850449853784e-17,False,0.272922738514354,1.0269562977782698e-15
15,64,96,2,2,False,nominal_null_ridge,6,58,7,0.0002260590008518193,0.784545986952489,0.1870260690468238,1.0885351010375826,0.4860451553926945,4.667663494284973e-17,0.11678745210337611,0.11678745210337607,0.11678745210337607,0.11087368039454776,False,False,0.23357490420675206,True,0.27213377525939564,1.0269562977782698e-15
15,64,96,2,4,False,optimized_robust_basis_ridge,10,54,11,0.0004855799998040311,1.0775644773480433,0.18222835245749514,0.9548223248546994,9.99031579900372e-17,1.9086885791213907e-17,4.174053677518426e-17,2.2653650983970355e-17,3.3929812074653694e-17,5.632010259453422e-17,True,True,3.704609513122857e-17,False,0.23870558121367486,9.853229343548264e-16
15,64,96,2,4,False,scalar_budget_nominal,10,54,11,0.00017762700008461252,0.661585821814261,0.5423634675477357,0.2860556296720955,0.14471534866593225,2.2638805996750743e-18,0.02999999999999999,0.029999999999999985,0.030000000000000002,0.026522702589637022,True,False,0.05999999999999999,True,0.07151390741802388,9.853229343548264e-16
15,64,96,2,4,False,no_change,10,54,11,1.1019983503501862e-06,1.0008117251439335,0.9916370958607653,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,9.853229343548264e-16
15,64,96,2,4,False,nominal_null_ridge,10,54,11,0.00013406200014287606,0.5409415918986317,0.11173323083247659,0.9425785411021043,0.4768498434272312,1.3877787807814457e-17,0.09885264717732474,0.09885264717732473,0.09885264717732473,0.08739464537608353,False,False,0.19770529435464942,True,0.23564463527552607,9.853229343548264e-16
15,64,96,2,4,False,robust_projector_ridge,10,54,11,0.0001999810010602232,1.077564477348045,0.18222835245749514,0.9548223248546994,1.8349323341549666e-16,5.5191747942485415e-17,9.087823451001016e-17,3.5686486567524746e-17,1.0708317483596251e-16,1.1492543028346347e-16,True,True,1.1887919617546994e-16,False,0.23870558121367486,9.853229343548264e-16
15,64,96,4,2,False,nominal_null_ridge,12,52,13,0.00015220800196402706,0.6778927170941973,0.08486671004613842,0.9446082728567545,0.36826734727580845,8.247237375328754e-17,0.07201677760371983,0.07201677760371974,0.07201677760371977,0.07067907445651182,False,False,0.14403355520743946,True,0.23615206821418863,4.718447854656915e-16
15,64,96,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00017938900055014528,0.8769840429371958,0.18943649325117692,0.9023854863444393,1.8285499553986837e-16,8.23399979193022e-17,1.1494001098983269e-16,3.260001307053049e-17,9.367506770274758e-17,1.3606249148983825e-16,True,True,1.327601907827844e-16,False,0.22559637158610982,4.718447854656915e-16
15,64,96,4,2,False,scalar_budget_nominal,12,52,13,0.00022729199918103404,0.6403980332095783,0.4064403019239052,0.3934950872369899,0.15340898032215758,2.5966585444213956e-17,0.029999999999999985,0.02999999999999996,0.029999999999999978,0.02944275353950067,True,False,0.05999999999999992,True,0.09837377180924747,4.718447854656915e-16
15,64,96,4,2,False,no_change,12,52,13,1.1520023690536618e-06,1.0013252354950162,1.0168430318230512,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.718447854656915e-16
15,64,96,4,2,False,robust_projector_ridge,12,52,13,0.0003876730006595608,0.8769840429371956,0.18943649325117687,0.9023854863444393,1.0333260107817506e-16,2.7318452618149036e-17,4.90378542203173e-17,2.1719401602168263e-17,7.359808400080196e-17,9.670986140218852e-17,True,True,9.845224374404265e-17,False,0.22559637158610982,4.718447854656915e-16
15,64,96,4,4,False,robust_projector_ridge,20,44,21,0.0002722999997786246,0.7512043126575284,0.3407314002428367,0.8837542504204703,1.855643612788553e-16,7.866258489732282e-17,1.1014522744146075e-16,3.148264254413793e-17,9.406077163794158e-17,1.0802832885807102e-16,True,True,1.3293008402823226e-16,False,0.22093856260511757,4.787836793695988e-16
15,64,96,4,4,False,scalar_budget_nominal,20,44,21,0.00018466700203134678,0.6812822545451261,0.6548054471890835,0.2146265321083742,0.14213434104622105,2.2081554671740957e-17,0.02999999999999999,0.029999999999999968,0.029999999999999975,0.027375408358909895,True,False,0.05999999999999996,True,0.05365663302709355,4.787836793695988e-16
15,64,96,4,4,False,nominal_null_ridge,20,44,21,0.00012074199912603945,0.3388896874727171,0.05361228611003687,1.0757051313721198,0.7123752991098593,1.4539890894216692e-16,0.1503595740198071,0.15035957401980696,0.150359574019807,0.1372051579821319,False,False,0.30071914803961397,True,0.26892628284302994,4.787836793695988e-16
15,64,96,4,4,False,optimized_robust_basis_ridge,20,44,21,0.0002096859971061349,0.7512043126575288,0.3407314002428368,0.8837542504204707,1.8191485263911867e-16,1.0385547652845779e-16,1.3151073789198432e-16,2.7655261363526528e-17,1.0545224776541675e-16,1.3049115219933867e-16,True,True,1.0532286119280924e-16,False,0.22093856260511768,4.787836793695988e-16
15,64,96,4,4,False,no_change,20,44,21,1.0609983291942626e-06,1.0059003167499996,0.9860859730904853,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.787836793695988e-16
15,64,256,2,2,False,scalar_budget_nominal,6,58,7,0.0002666000000317581,0.686794907839558,0.6770323631625594,0.2388425167106485,0.12572992695014237,1.1116641628745035e-17,0.029999999999999995,0.029999999999999985,0.03,0.02928138623191579,True,False,0.05999999999999999,True,0.05971062917766212,4.440892098500626e-16
15,64,256,2,2,False,robust_projector_ridge,6,58,7,0.0002826549971359782,0.7235224902581986,0.4569372890674609,0.786879519576185,7.0764917818036e-17,3.3368072301211387e-17,4.991111168053207e-17,1.6543039379320688e-17,5.137242331171593e-17,6.68994033721284e-17,True,True,7.161383101968182e-17,False,0.19671987989404624,4.440892098500626e-16
15,64,256,2,2,False,optimized_robust_basis_ridge,6,58,7,0.00036926499888068065,0.7235224902581984,0.4569372890674609,0.7868795195761844,9.61684526916855e-17,1.0551910960100405e-17,3.061983100139838e-17,2.0067920041297972e-17,5.4891047722080214e-17,6.790949445509073e-17,True,True,7.178695726944352e-17,False,0.1967198798940461,4.440892098500626e-16
15,64,256,2,2,False,nominal_null_ridge,6,58,7,0.00038810399928479455,0.43323702232627437,0.21943141363134805,0.9472874906547503,0.4986649305202845,2.142664401293755e-17,0.11898478173411198,0.11898478173411195,0.11898478173411198,0.11613464498922436,False,False,0.23796956346822395,True,0.23682187266368757,4.440892098500626e-16
15,64,256,2,2,False,no_change,6,58,7,1.1119991540908813e-06,1.0016405314004995,1.0315408636315848,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,4.440892098500626e-16
15,64,256,2,4,False,optimized_robust_basis_ridge,10,54,11,0.00032243500027107075,0.6826583487519536,0.38487036207238023,0.7246732816329162,1.227202710230651e-16,3.7527806648313014e-17,6.315997214375015e-17,2.563216549543713e-17,5.928593550334434e-17,6.29529985104879e-17,True,True,8.72377931052115e-17,False,0.18116832040822906,5.273559366969494e-16
15,64,256,2,4,False,nominal_null_ridge,10,54,11,0.00030227499883039854,0.023860954706759026,0.01363347167865348,0.988250042399952,0.7209218201121901,1.4331577998224003e-17,0.1541967243318061,0.15419672433180606,0.154196724331806,0.1317479878498788,False,False,0.30839344866361196,True,0.247062510599988,5.273559366969494e-16
15,64,256,2,4,False,scalar_budget_nominal,10,54,11,0.00040316599915968254,0.6614376457426133,0.5666751419098806,0.19227062961598324,0.14026014298998035,1.8671034878006487e-18,0.029999999999999992,0.02999999999999999,0.029999999999999995,0.025632448760658257,True,False,0.05999999999999998,True,0.04806765740399581,5.273559366969494e-16
15,64,256,2,4,False,robust_projector_ridge,10,54,11,0.0003023450008186046,0.6826583487519531,0.3848703620723802,0.7246732816329159,9.5234685962547e-17,2.4548022812551268e-17,4.825872014269487e-17,2.37106973301436e-17,3.291406376790657e-17,4.96749206466014e-17,True,True,7.244417918960238e-17,False,0.18116832040822897,5.273559366969494e-16
15,64,256,2,4,False,no_change,10,54,11,1.2119999155402184e-06,1.0006719284182444,0.8614024912539487,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.273559366969494e-16
15,64,256,4,2,False,optimized_robust_basis_ridge,12,52,13,0.00022428700322052464,0.6478566213771987,0.3301316731886682,0.8434859903551857,1.265336428201662e-16,5.67509157825399e-17,8.13248621815492e-17,2.4573946399009295e-17,4.632881009753468e-17,7.280673901069912e-17,True,True,9.317984435390313e-17,False,0.21087149758879642,2.914335439641036e-16
15,64,256,4,2,False,robust_projector_ridge,12,52,13,0.0003914990011253394,0.6478566213771988,0.3301316731886682,0.8434859903551858,1.7032343596346698e-16,7.777289843892384e-17,1.1102320314568454e-16,3.3250304706760703e-17,1.0964859853590586e-16,1.3175050641335118e-16,True,True,1.25152815093536e-16,False,0.21087149758879645,2.914335439641036e-16
15,64,256,4,2,False,no_change,12,52,13,1.1510019248817116e-06,1.0000473720052296,0.9871653840966352,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.914335439641036e-16
15,64,256,4,2,False,scalar_budget_nominal,12,52,13,0.0004594000020006206,0.6572993932099015,0.6290627347375206,0.2215840099316435,0.12543355570032497,3.008960146134471e-17,0.030000000000000023,0.029999999999999992,0.03,0.02750098977401563,True,False,0.05999999999999998,True,0.05539600248291088,2.914335439641036e-16
15,64,256,4,2,False,nominal_null_ridge,12,52,13,0.0003274120026617311,0.20422790726219925,0.12934461610329367,0.9265709163404473,0.5245102509018783,9.35756297258924e-17,0.12544735289693765,0.12544735289693756,0.12544735289693767,0.11499754563986707,False,False,0.25089470579387524,True,0.23164272908511183,2.914335439641036e-16
15,64,256,4,4,False,optimized_robust_basis_ridge,20,44,21,0.0002487340025254525,0.5567508815568134,0.46344778000721076,0.7737340128969061,1.374467344498775e-16,3.68092625371903e-17,6.369585446774032e-17,2.6886591930550027e-17,6.710467002642951e-17,7.467375068997585e-17,True,True,5.880665009601051e-17,False,0.19343350322422653,2.7755575615628914e-16
15,64,256,4,4,False,no_change,20,44,21,1.0619987733662128e-06,1.0013486389946777,1.0473198774905428,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.7755575615628914e-16
15,64,256,4,4,False,nominal_null_ridge,20,44,21,0.00019778700152528472,0.14661554808903648,0.10020560637421075,0.958537640608208,0.7234884691900512,6.381448573357516e-17,0.15718427962319642,0.15718427962319637,0.15718427962319642,0.14067491403447838,False,False,0.31436855924639273,True,0.239634410152052,2.7755575615628914e-16
15,64,256,4,4,False,scalar_budget_nominal,20,44,21,0.00031982099972083233,0.7000645528557764,0.7231281486792132,0.18294532562149787,0.13808412729143227,1.1517064840782435e-17,0.029999999999999975,0.029999999999999964,0.029999999999999978,0.02684904260878484,True,False,0.05999999999999994,True,0.04573633140537447,2.7755575615628914e-16
15,64,256,4,4,False,robust_projector_ridge,20,44,21,0.00037784799860673957,0.5567508815568134,0.4634477800072107,0.7737340128969061,1.3500089100943375e-16,4.354337341206256e-17,6.871884250602985e-17,2.5175469093967285e-17,5.4884194479314e-17,6.950843719435577e-17,True,True,7.416830457584993e-17,False,0.19343350322422653,2.7755575615628914e-16
15,128,96,2,2,False,robust_projector_ridge,6,122,7,0.0007593309965159278,2.6543569482565514,0.005676284700234951,1.6762810311425447,1.020301369002975e-16,5.928593550334434e-17,1.0466138743659442e-16,4.537545193325008e-17,1.0460253102363242e-16,1.35708161483394e-16,True,True,7.757919228897728e-17,False,0.41907025778563617,1.6653345369377348e-14
15,128,96,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0003538819983077701,2.6543569482565434,0.005676284700234985,1.6762810311425436,1.4950698904683733e-16,7.078437059792874e-17,1.0197790201099959e-16,3.119353141307085e-17,7.244417918960238e-17,1.2990750993569677e-16,True,True,1.0838898772828417e-16,False,0.4190702577856359,1.6653345369377348e-14
15,128,96,2,2,False,nominal_null_ridge,6,122,7,0.0003143229987472296,1.2253775381458745,0.0017695706117124021,1.329553384317375,0.6231836055542895,3.642919299551295e-17,0.14976143497196429,0.14976143497196426,0.1497614349719643,0.14245088389311078,False,False,0.29952286994392846,True,0.33238834607934375,1.6653345369377348e-14
15,128,96,2,2,False,no_change,6,122,7,1.4219986042007804e-06,1.000395271434295,1.0122346613411202,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.6653345369377348e-14
15,128,96,2,2,False,scalar_budget_nominal,6,122,7,0.0004102160019101575,0.7657093849116379,0.6536156808536844,0.26633426380421715,0.124835263298115,1.5178830414797062e-17,0.030000000000000002,0.02999999999999999,0.029999999999999992,0.028535560690863698,True,False,0.059999999999999984,True,0.06658356595105429,1.6653345369377348e-14
15,128,96,2,4,False,scalar_budget_nominal,10,118,11,0.0005076529996586032,0.6912315571508918,0.6938581603097919,0.22383804761072976,0.1228493541331478,1.0525699148512682e-18,0.029999999999999995,0.029999999999999995,0.02999999999999999,0.022645744689760522,True,False,0.05999999999999999,True,0.05595951190268244,2.1913026948539027e-14
15,128,96,2,4,False,robust_projector_ridge,10,118,11,0.0007988620018295478,2.2136591631997087,0.004037710503779163,1.4056846346880385,2.9225985982029213e-16,5.928593550334434e-17,1.211468002541281e-16,6.186086475078377e-17,1.5640013748581898e-16,1.7106222894499444e-16,True,True,1.691533300076809e-16,False,0.3514211586720096,2.1913026948539027e-14
15,128,96,2,4,False,no_change,10,118,11,1.3520002539735287e-06,1.0001119080347267,1.2032455728077367,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,2.1913026948539027e-14
15,128,96,2,4,False,optimized_robust_basis_ridge,10,118,11,0.0005683349991159048,2.2136591631997136,0.004037710503779201,1.4056846346880374,1.3065967960611889e-16,7.05981306231723e-18,3.302792031833464e-17,2.596810725601741e-17,3.9936333522191037e-17,7.294094509512294e-17,True,True,7.64066433232334e-17,False,0.35142115867200935,2.1913026948539027e-14
15,128,96,2,4,False,nominal_null_ridge,10,118,11,0.0003200409992132336,0.3403322428687571,0.0003698632655604859,0.9233343599717697,0.506754910446413,2.871498759157478e-17,0.12375032348086508,0.12375032348086505,0.12375032348086507,0.09341394102743165,False,False,0.24750064696173016,True,0.23083358999294243,2.1913026948539027e-14
15,128,96,4,2,False,scalar_budget_nominal,12,116,13,0.0004048289993079379,0.8022144525615488,0.5533668133246457,0.35129545527413114,0.13067136314027647,1.6678398699473104e-17,0.02999999999999999,0.02999999999999997,0.029999999999999985,0.029242986433506386,True,False,0.05999999999999997,True,0.08782386381853279,1.5487611193520934e-14
15,128,96,4,2,False,optimized_robust_basis_ridge,12,116,13,0.00036947500120732,2.6416859748004886,0.004564856360368335,1.5242872605731919,2.0029742465548143e-16,4.42014213641904e-17,8.653787125035404e-17,4.2336449886163636e-17,8.937193661611761e-17,1.0240747238505655e-16,True,True,1.1532328819713218e-16,False,0.38107181514329797,1.5487611193520934e-14
15,128,96,4,2,False,robust_projector_ridge,12,116,13,0.0009464630020374898,2.641685974800491,0.004564856360368358,1.524287260573191,2.742042901099878e-16,1.7202868835781329e-16,2.181212082945177e-16,4.6092519936704405e-17,1.6490141211858015e-16,2.1594346199520823e-16,True,True,2.030687225156406e-16,False,0.38107181514329774,1.5487611193520934e-14
15,128,96,4,2,False,no_change,12,116,13,1.5330006135627627e-06,1.0004168566665463,1.094795644389605,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.5487611193520934e-14
15,128,96,4,2,False,nominal_null_ridge,12,116,13,0.0003469219991529826,1.4634232299964265,0.001516571188565695,1.1974552795573394,0.44541741525570133,7.816368311906618e-17,0.10226052699340327,0.10226052699340318,0.10226052699340324,0.09968010678504355,False,False,0.20452105398680648,True,0.29936381988933486,1.5487611193520934e-14
15,128,96,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0005085550001240335,4.714336607051893,0.023391292731558964,2.0235172174837706,2.4321197129802605e-16,6.644814982923265e-17,1.17384843599351e-16,5.0936693770118343e-17,1.594143346309311e-16,1.4003393417621793e-16,True,True,1.5813600672096477e-16,False,0.5058793043709426,1.887379141862766e-14
15,128,96,4,4,False,scalar_budget_nominal,20,108,21,0.00040700200042920187,0.6250426022629163,0.6546651916481567,0.26154628496363197,0.16964700491685042,2.0485396829047676e-17,0.03,0.029999999999999978,0.03,0.02907989140173606,True,False,0.059999999999999984,True,0.06538657124090799,1.887379141862766e-14
15,128,96,4,4,False,robust_projector_ridge,20,108,21,0.0016058539986261167,4.714336607051946,0.02339129273155847,2.0235172174837834,3.695735778797677e-16,1.579159446023445e-16,2.2621978883786806e-16,6.830384423552353e-17,2.284348432940514e-16,2.443037894065574e-16,True,True,2.6115655548348296e-16,False,0.5058793043709459,1.887379141862766e-14
15,128,96,4,4,False,nominal_null_ridge,20,108,21,0.00040547000025981106,0.27269049041218957,0.00021031835077480422,0.9184003410393025,0.5957028492819012,7.482471873414866e-17,0.10534277034372781,0.10534277034372774,0.1053427703437278,0.10211187738512091,False,False,0.21068554068745554,True,0.22960008525982561,1.887379141862766e-14
15,128,96,4,4,False,no_change,20,108,21,1.3120006769895554e-06,1.0001214000531506,1.2728923421688363,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.887379141862766e-14
15,128,256,2,2,False,robust_projector_ridge,6,122,7,0.001018030998238828,1.0568384070864971,0.267081278960281,0.8896805984337957,9.055475645020938e-17,6.967026132406463e-17,8.809826135378616e-17,1.8428000029721528e-17,6.378500613402836e-17,8.697977720075077e-17,True,True,6.948549846152136e-17,False,0.2224201496084489,6.661338147750939e-16
15,128,256,2,2,False,no_change,6,122,7,1.6220001270994544e-06,1.0008248615890616,0.9349584340526258,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.661338147750939e-16
15,128,256,2,2,False,nominal_null_ridge,6,122,7,0.0007295770010387059,0.1519450965904577,0.02962803227205282,0.9523412254340011,0.685726221737795,5.5161069761349575e-17,0.16972130480312264,0.16972130480312259,0.1697213048031226,0.16244802335105302,False,False,0.3394426096062452,True,0.23808530635850028,6.661338147750939e-16
15,128,256,2,2,False,scalar_budget_nominal,6,122,7,0.0008839990005071741,0.7203455994404104,0.645831244226825,0.16833618381712076,0.12120921811199363,7.979435205342448e-18,0.029999999999999992,0.029999999999999985,0.029999999999999995,0.028714372106582613,True,False,0.05999999999999998,True,0.04208404595428019,6.661338147750939e-16
15,128,256,2,2,False,optimized_robust_basis_ridge,6,122,7,0.0005895469985262025,1.0568384070864967,0.267081278960281,0.8896805984337953,8.023722538987083e-17,5.3778176440030864e-17,6.517966102649612e-17,1.1401484586465255e-17,4.498589861696274e-17,7.72207727418685e-17,True,True,4.088463894365783e-17,False,0.22242014960844883,6.661338147750939e-16
15,128,256,2,4,False,nominal_null_ridge,10,118,11,0.0005853900001966394,0.12052222109954715,0.028759759003101758,0.9748376028305988,0.6382175599616638,4.6154424084372987e-17,0.15434825671000185,0.1543482567100018,0.15434825671000182,0.14412900168410975,False,False,0.30869651342000354,True,0.2437094007076497,1.0547118733938987e-15
15,128,256,2,4,False,no_change,10,118,11,1.3829994713887572e-06,1.0007239341790821,0.96896552801394,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,1.0547118733938987e-15
15,128,256,2,4,False,robust_projector_ridge,10,118,11,0.0009849909984041005,1.0957336384693503,0.2916101944225422,0.9093251351414954,1.3142407542346742e-16,5.4970226288635306e-17,7.705402189677824e-17,2.208379560814293e-17,7.148129074554399e-17,9.985684473088079e-17,True,True,8.398753776849506e-17,False,0.22733128378537384,1.0547118733938987e-15
15,128,256,2,4,False,scalar_budget_nominal,10,118,11,0.002673971001058817,0.6774984211266718,0.6419733397829384,0.18947494910723447,0.12404757401843211,4.274356202711164e-18,0.029999999999999992,0.02999999999999999,0.029999999999999995,0.02801372780417741,True,False,0.05999999999999998,True,0.04736873727680862,1.0547118733938987e-15
15,128,256,2,4,False,optimized_robust_basis_ridge,10,118,11,0.000583958000788698,1.0957336384693503,0.29161019442254227,0.9093251351414954,8.520237848927713e-17,4.5404129467462483e-17,5.1815314860377625e-17,6.411185392915145e-18,7.467375068997585e-17,6.692786245834696e-17,True,True,4.931773384061165e-17,False,0.22733128378537384,1.0547118733938987e-15
15,128,256,4,2,False,nominal_null_ridge,12,116,13,0.0007708490011282265,0.4736121648244806,0.125125185754701,1.0230013020085342,0.5738107134962552,6.208153379168438e-17,0.12439740729975876,0.1243974072997587,0.12439740729975873,0.11578535060220727,False,False,0.2487948145995175,True,0.25575032550213356,5.273559366969494e-16
15,128,256,4,2,False,scalar_budget_nominal,12,116,13,0.0009355959991808049,0.6765438017526525,0.6508934469705493,0.2467096358873674,0.13838167352963024,1.2369411655492308e-17,0.030000000000000002,0.02999999999999999,0.02999999999999999,0.027923094166231493,True,False,0.059999999999999984,True,0.06167740897184185,5.273559366969494e-16
15,128,256,4,2,False,optimized_robust_basis_ridge,12,116,13,0.0006296270003076643,0.8906929165574671,0.2953532929065284,0.9340946429134136,1.271825991414592e-16,7.217138981647521e-17,9.616612210684478e-17,2.3994732290369562e-17,8.854553755618909e-17,1.0670093206910626e-16,True,True,8.856969583639477e-17,False,0.2335236607283534,5.273559366969494e-16
15,128,256,4,2,False,robust_projector_ridge,12,116,13,0.0010347160023229662,0.8906929165574665,0.29535329290652834,0.9340946429134137,1.4985368484156344e-16,1.4316740870809982e-16,1.539712649665715e-16,1.0803856258471698e-17,1.357310270475225e-16,1.590256747332338e-16,True,True,1.2293686155032692e-16,False,0.23352366072835343,5.273559366969494e-16
15,128,256,4,2,False,no_change,12,116,13,1.071999577106908e-06,1.000486717646729,1.031528217697087,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,5.273559366969494e-16
15,128,256,4,4,False,robust_projector_ridge,20,108,21,0.001085751999198692,0.9123272135880701,0.31384816710095664,0.9373709492965997,1.5389561455859438e-16,7.650504213196888e-17,1.0178399808969413e-16,2.5278955957725255e-17,9.734565824674885e-17,1.155513357455124e-16,True,True,1.0158135424457698e-16,False,0.23434273732414992,6.106226635438361e-16
15,128,256,4,4,False,no_change,20,108,21,1.3520002539735287e-06,1.0007081455548952,1.02619639060193,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,6.106226635438361e-16
15,128,256,4,4,False,nominal_null_ridge,20,108,21,0.0005679539972334169,0.19168353875128194,0.055246310204797935,0.9506761196537226,0.6506461840451658,7.93446380344123e-17,0.128915910448131,0.12891591044813092,0.12891591044813094,0.11296070471932806,False,False,0.25783182089626194,True,0.23766902991343064,6.106226635438361e-16
15,128,256,4,4,False,optimized_robust_basis_ridge,20,108,21,0.0006082439977035392,0.9123272135880699,0.31384816710095664,0.9373709492965999,1.6150755351526717e-16,7.353672668792639e-17,1.0003054173998966e-16,2.6493815052063267e-17,6.380859090323293e-17,1.0262762485494681e-16,True,True,7.384809727698397e-17,False,0.23434273732414998,6.106226635438361e-16
15,128,256,4,4,False,scalar_budget_nominal,20,108,21,0.0006583890026377048,0.6499689544608657,0.6301053536805123,0.2212316811049226,0.15141176487450364,1.79902434561598e-17,0.030000000000000023,0.030000000000000006,0.029999999999999992,0.02628706673830867,True,False,0.06,True,0.05530792027623065,6.106226635438361e-16
15,64,96,4,16,True,scalar_budget_nominal,64,0,65,0.000260010998317739,0.791073029857951,1.036236695667477,0.1211990854150069,0.16810004979611806,1.0987547886827433e-17,0.029999999999999995,0.029999999999999985,0.02999999999999998,0.018319342409617845,True,False,0.059999999999999956,True,0.030299771353751725,0.0
15,64,96,4,16,True,optimized_robust_basis_ridge,64,0,65,0.0007898370022303425,1.0002544912983242,1.3052569884047232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
15,64,96,4,16,True,robust_projector_ridge,64,0,65,0.0006206830003065988,1.0002544912983242,1.3052569884047232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0
15,64,96,4,16,True,nominal_null_ridge,64,0,65,0.00013436199878924526,0.17444704812880413,0.034104252196139946,1.07140444236065,1.4860107194365586,9.023897465126852e-17,0.2652011206252852,0.2652011206252851,0.26520112062528517,0.16194367120496553,False,False,0.5304022412505703,True,0.2678511105901625,0.0
15,64,96,4,16,True,no_change,64,0,65,1.28199826576747e-06,1.0002544912983242,1.3052569884047232,0.0,0.0,0.0,0.0,0.0,0.0,0.0,True,True,0.0,False,0.0,0.0