| epoch,train_loss,val_loss,foreground_dice,foreground_iou,foreground_precision,foreground_recall,tumor_dice,tumor_iou,tumor_precision,tumor_recall,tumor_sensitivity,tumor_fnr,tumor_fpr,tumor_tp,tumor_tn,tumor_fp,tumor_fn,class_dice,class_iou,class_precision,class_recall,learning_rate,epoch_time_seconds |
| 1,2.3983271369317762,2.1338595764057056,0.6874801089892765,0.5280324155902326,0.6548299534913188,0.7245972070963705,0.8570058553904274,0.7497902412117484,0.8208934513005021,0.8964417488377714,0.8964417488377714,0.10355825116222861,0.054653459234315756,1898972,7166657,414327,219372,"[np.float64(0.5878353552228242), np.float64(0.7396076813038578), np.float64(0.7349972904411476)]","[np.float64(0.41626545275503496), np.float64(0.5868075124965625), np.float64(0.5810242815191005)]","[np.float64(0.5392166972196761), np.float64(0.7206954976548133), np.float64(0.704577665599467)]","[np.float64(0.6460903090000114), np.float64(0.7595391844016182), np.float64(0.7681621278874823)]",9.990133642141359e-05,439.3555603027344 |
| 2,2.0669191443190282,1.8796528803335655,0.6783885439733578,0.517903197055611,0.6368027042068048,0.7431754115320346,0.8697387932562889,0.769502472585086,0.8196729285331145,0.9263186075736114,0.9263186075736114,0.07368139242638859,0.051766578297348854,1819978,7334192,400393,144765,"[np.float64(0.573499504283499), np.float64(0.7321653386615983), np.float64(0.7295007889749757)]","[np.float64(0.4020324605603746), np.float64(0.5774927606795992), np.float64(0.5741843699268595)]","[np.float64(0.4629762010630511), np.float64(0.7258486679832852), np.float64(0.7215832435740782)]","[np.float64(0.7533393069824909), np.float64(0.7385929156751619), np.float64(0.7375940119384511)]",9.96057350657239e-05,444.80518794059753 |
| 3,1.8323345824974735,1.6665739239873112,0.6932376810395304,0.5371651176044409,0.6560949919105319,0.7458176171897799,0.8576645886798441,0.750799266293139,0.7780573016863656,0.955418686494849,0.955418686494849,0.04458131350515102,0.07191892519829762,1934848,7122277,551920,90283,"[np.float64(0.5688432060857312), np.float64(0.750512179771157), np.float64(0.7603576572617031)]","[np.float64(0.3974709189829042), np.float64(0.600655858841186), np.float64(0.6133685749892326)]","[np.float64(0.598097173734946), np.float64(0.6468149409359677), np.float64(0.7233728610606821)]","[np.float64(0.5423175179175521), np.float64(0.89380716068122), np.float64(0.8013281729705676)]",9.911436253643444e-05,427.1343812942505 |
| 4,1.6449706874737122,1.5425659675855894,0.7499922430638876,0.6024969929838073,0.7428392925500221,0.7739597368865718,0.8740467928064913,0.7762727502549542,0.8143990581952351,0.9431224068611652,0.9431224068611652,0.05687759313883475,0.05285629194256934,1805539,7373420,411481,108888,"[np.float64(0.6835064276627444), np.float64(0.7631279183252645), np.float64(0.8033423832036541)]","[np.float64(0.5191870602522363), np.float64(0.6169820870174244), np.float64(0.6713218316817613)]","[np.float64(0.7698246990737497), np.float64(0.6665665263766716), np.float64(0.792126652199645)]","[np.float64(0.6145937631100545), np.float64(0.8924051644017513), np.float64(0.8148802831479098)]",9.842915805643155e-05,608.9879457950592 |
| 5,1.4868515245363014,1.379227722013319,0.738129463941711,0.5900346094579456,0.7515545575488289,0.7589209428982523,0.8924353490384347,0.8057636619800391,0.8361743294901735,0.9568134305223246,0.9568134305223246,0.043186569477675414,0.05302633613365575,2046290,7159762,400915,92361,"[np.float64(0.6357907074964885), np.float64(0.7803011774947557), np.float64(0.798296506833889)]","[np.float64(0.466050708634102), np.float64(0.6397490618971231), np.float64(0.6643040578426118)]","[np.float64(0.8129052230903725), np.float64(0.6785544748394124), np.float64(0.7632039747167018)]","[np.float64(0.5220477599801189), np.float64(0.9179433448108325), np.float64(0.8367717239038057)]",9.755282581475769e-05,535.1127128601074 |
| 6,1.3621960207313097,1.2666676672729287,0.737568434601727,0.5896078420470013,0.7515194083397,0.7648874329148375,0.8795576623306313,0.7850093063782279,0.8040356025298864,0.9707378566258447,0.9707378566258447,0.029262143374155343,0.0637415097218903,1998293,7153762,487036,60237,"[np.float64(0.6342320725726673), np.float64(0.7710560655895671), np.float64(0.8074171656429466)]","[np.float64(0.4643776294903605), np.float64(0.6274135410086624), np.float64(0.6770323556419813)]","[np.float64(0.8165650465516907), np.float64(0.6491716999974861), np.float64(0.7888214784699233)]","[np.float64(0.5184630775318984), np.float64(0.9492884509668612), np.float64(0.8269107702457529)]",9.648882429441257e-05,437.7222349643707 |
| 7,1.244742657862553,1.1821717346036755,0.7711142729193282,0.6308167031733104,0.7784716789533404,0.7960366615456981,0.8803864833322714,0.7863307027165398,0.8100943352529759,0.9640362185267874,0.9640362185267874,0.03596378147321251,0.059215004985978884,1941353,7230452,455100,72423,"[np.float64(0.703907838129938), np.float64(0.7697847916960218), np.float64(0.8396501889320251)]","[np.float64(0.5431001427508881), np.float64(0.625731812206481), np.float64(0.7236181545625618)]","[np.float64(0.8478750833919331), np.float64(0.649175841760604), np.float64(0.8383641117074838)]","[np.float64(0.6017346706352354), np.float64(0.9454350960162885), np.float64(0.8409402179855702)]",9.524135262330098e-05,423.97693276405334 |
| 8,1.156384752112992,1.0957827455288656,0.7749480517411976,0.6351058825276644,0.7540871010262539,0.8059008298400263,0.8921607383519164,0.8053160501142451,0.8351843195338788,0.9574802035418613,0.9574802035418613,0.04251979645813879,0.04886301955213711,1908169,7329862,376559,84738,"[np.float64(0.712101900701402), np.float64(0.7830986978917751), np.float64(0.8296435566304159)]","[np.float64(0.5529178908558213), np.float64(0.643518662142191), np.float64(0.7088810945849809)]","[np.float64(0.7547929738626342), np.float64(0.6960815812471084), np.float64(0.8113867479690192)]","[np.float64(0.6739815214229107), np.float64(0.8949801073304533), np.float64(0.8487408607667151)]",9.381533400219317e-05,406.48603534698486 |
| 9,1.1047882228887,1.0450519629426904,0.7545457079995493,0.6087709386890299,0.7040334435651802,0.8181067803186709,0.8786513296920568,0.7835665685060855,0.796035229688355,0.9804018198342419,0.9804018198342419,0.019598180165758136,0.07429336717654131,2170441,6929377,556123,43387,"[np.float64(0.682103539792911), np.float64(0.7712540745877495), np.float64(0.8102795096179872)]","[np.float64(0.5175699005107943), np.float64(0.627675794187468), np.float64(0.6810671213688274)]","[np.float64(0.6723534811026517), np.float64(0.6729537726119799), np.float64(0.766793076980909)]","[np.float64(0.6921405382762593), np.float64(0.9031849030017551), np.float64(0.8589948996779981)]",9.221639627510075e-05,445.1317443847656 |
| 10,1.0389217782993705,1.0119083427094124,0.7837425775311955,0.6496540181801629,0.827316189003794,0.7647623268481594,0.9161030215808209,0.8451938143760866,0.9143430023737795,0.9178698295789449,0.9178698295789449,0.08213017042105508,0.023791086805981968,1929389,7416551,180748,172640,"[np.float64(0.6846246629134455), np.float64(0.8347806985488512), np.float64(0.8318223711312898)]","[np.float64(0.5204785612217965), np.float64(0.7164150967197559), np.float64(0.7120683965989363)]","[np.float64(0.8754200249527352), np.float64(0.7929525635715161), np.float64(0.8135759784871307)]","[np.float64(0.562113571800694), np.float64(0.8812674301822868), np.float64(0.8509059785614974)]",9.045084971874735e-05,433.3198823928833 |
| 11,0.9916689248920298,0.9515755748426592,0.7669606524702818,0.6294596444324393,0.767571289465053,0.7756128865780224,0.9116255768246241,0.8376029033877147,0.8803973917838758,0.9451505939530066,0.9451505939530066,0.05484940604699345,0.03474811318727904,1952511,7368258,265250,113309,"[np.float64(0.6468857089802097), np.float64(0.8168955199763427), np.float64(0.8371007284542927)]","[np.float64(0.4780717440303411), np.float64(0.6904677767427675), np.float64(0.7198394125242091)]","[np.float64(0.7271439233892902), np.float64(0.7546801742066856), np.float64(0.8208897707991832)]","[np.float64(0.5825833130625152), np.float64(0.8902904927545647), np.float64(0.8539648539169873)]",8.852566213878945e-05,431.5311539173126 |
| 12,0.9479960963434103,0.9871743192543855,0.7576036197438225,0.6156906732713043,0.7688331993712336,0.75925468872373,0.9131218680931694,0.8401327078788297,0.8803225853086435,0.9484598255028657,0.9484598255028657,0.05154017449713431,0.03465141841183866,1948587,7379948,264905,105888,"[np.float64(0.6492466910331659), np.float64(0.8081829936173954), np.float64(0.8153811745809062)]","[np.float64(0.4806552660083895), np.float64(0.6781099693067707), np.float64(0.688306784498753)]","[np.float64(0.7408417293548116), np.float64(0.7319978202401252), np.float64(0.8336600485187641)]","[np.float64(0.5778085015459642), np.float64(0.9020688950007192), np.float64(0.7978866696245068)]",8.644843137107056e-05,429.5032229423523 |
| 13,0.8980055723060556,0.9851516783237457,0.7574779795792114,0.6189786106189662,0.8342481799940321,0.7251720341430792,0.9156307645212506,0.8443902082089217,0.9218667859624095,0.9094785440622768,0.9094785440622768,0.09052145593772325,0.019605249085594887,1788676,7581023,151600,178029,"[np.float64(0.6205318115386358), np.float64(0.8199594335141899), np.float64(0.8319426936848084)]","[np.float64(0.4498340858666459), np.float64(0.6948569878034356), np.float64(0.712244758186817)]","[np.float64(0.8896902801768728), np.float64(0.7668895052400083), np.float64(0.8461647545652149)]","[np.float64(0.4764048128204468), np.float64(0.8809204798745361), np.float64(0.8181908097342546)]",8.422735529643442e-05,424.5658059120178 |
| 14,0.9008895056385572,0.9838021284825093,0.7584542916046019,0.6177812224080633,0.8209605868446083,0.7291099184559067,0.9207194446756891,0.8530862898748546,0.9141548609627619,0.9273789914141229,0.9273789914141229,0.07262100858587703,0.023789759204099217,1929961,7437000,181236,151131,"[np.float64(0.641609056175866), np.float64(0.8242443012222537), np.float64(0.809509517415686)]","[np.float64(0.4723301926392502), np.float64(0.7010336433657899), np.float64(0.6799798312191497)]","[np.float64(0.8479413154634435), np.float64(0.7563126143095024), np.float64(0.858627830760879)]","[np.float64(0.5160395177651165), np.float64(0.9055834313198808), np.float64(0.7657068062827225)]",8.187119948743447e-05,435.798819065094 |
| 15,0.8632067450049783,0.925662170390825,0.7827751552034162,0.6497299766940138,0.8344352889615871,0.7623230271819796,0.9263226243670895,0.862756956037228,0.920360731009842,0.9323622609823979,0.9323622609823979,0.06763773901760202,0.02230588212998663,1958743,7428998,169491,142096,"[np.float64(0.6711253244201596), np.float64(0.8347558372242802), np.float64(0.842444303965809)]","[np.float64(0.5050328196880727), np.float64(0.7163784757658122), np.float64(0.7277786346281566)]","[np.float64(0.888005195296284), np.float64(0.7796944562938218), np.float64(0.8356062152946555)]","[np.float64(0.5393889310537668), np.float64(0.8981849169889348), np.float64(0.8493952335032373)]",7.938926261462366e-05,432.62567138671875 |
| 16,0.8451297063203085,0.9008839428424835,0.7955562818548422,0.6634082964584345,0.7976596597368251,0.7984526793270463,0.9179857405718507,0.8484044757940726,0.9018263281561305,0.9347348252559611,0.9347348252559611,0.06526517474403895,0.02631081085640153,1862633,7503874,202768,130053,"[np.float64(0.7243326682467354), np.float64(0.8222782859823764), np.float64(0.8400578913354148)]","[np.float64(0.5678068648596807), np.float64(0.6981940438011418), np.float64(0.7242239807144808)]","[np.float64(0.7893699167964506), np.float64(0.7829594401510174), np.float64(0.8206496222630074)]","[np.float64(0.6691966561811588), np.float64(0.8657549780887215), np.float64(0.8604064037112586)]",7.679133974894982e-05,421.83034586906433 |
| 17,0.8257959120127619,1.0638546363727466,0.760858567850816,0.6193946572449334,0.8413038105960161,0.7097455998010895,0.9168547507266092,0.8464744237595699,0.944947369114932,0.8903842552069199,0.8903842552069199,0.10961574479308012,0.014273743075516963,1863560,7497773,108571,229424,"[np.float64(0.6578946608571619), np.float64(0.8095021928700605), np.float64(0.8151788498252255)]","[np.float64(0.4901959940620899), np.float64(0.6799694951321366), np.float64(0.6880184825405736)]","[np.float64(0.834641688859258), np.float64(0.768708833613248), np.float64(0.9205609093155424)]","[np.float64(0.542923113215415), np.float64(0.8548677812333545), np.float64(0.7314459049544995)]",7.408768370508575e-05,412.63350558280945 |
| 18,0.8002619797072443,0.9266726729032155,0.7696686872226167,0.6312014151736322,0.7924053220186408,0.7517918112017054,0.9154550080751984,0.8440913146908643,0.9224830308681436,0.908533262887417,0.908533262887417,0.09146673711258296,0.019768010999404628,1812443,7552116,152301,182468,"[np.float64(0.6658329080758304), np.float64(0.8293458732813684), np.float64(0.8138272803106511)]","[np.float64(0.4990626077544375), np.float64(0.7084465465526034), np.float64(0.6860950912138557)]","[np.float64(0.7406071984086373), np.float64(0.8132749853840703), np.float64(0.8233337822632149)]","[np.float64(0.6047729209789359), np.float64(0.8460647092728164), np.float64(0.8045378033533641)]",7.128896457825361e-05,411.3198826313019 |
| 19,0.7791310771792924,0.8999781898550085,0.7926810385596855,0.6600572436551849,0.8136127973598061,0.7861625421428974,0.9169789784430514,0.8466862232505926,0.9040693798309308,0.9302626014217074,0.9302626014217074,0.06973739857829268,0.027626172797085173,1973060,7368996,209361,147911,"[np.float64(0.7151632379630127), np.float64(0.8167969137645321), np.float64(0.8460829639515117)]","[np.float64(0.5566179759903422), np.float64(0.6903268959205388), np.float64(0.7332268590546737)]","[np.float64(0.8473072139303482), np.float64(0.7684834099153756), np.float64(0.8250477682336943)]","[np.float64(0.6186760268545364), np.float64(0.8715927619452715), np.float64(0.8682188376288846)]",6.840622763423389e-05,423.7052843570709 |
| 20,0.7797732144391456,0.8970810174942017,0.791468266355479,0.6589050594012176,0.803613771863477,0.7879257705626918,0.9116869371028461,0.8377065094448848,0.8923872113575623,0.9318399093325461,0.9318399093325461,0.06816009066745393,0.02953627370639652,1881204,7453668,226854,137602,"[np.float64(0.7063136037087903), np.float64(0.8284306968007706), np.float64(0.8396604985568757)]","[np.float64(0.5459697232139701), np.float64(0.707111986067369), np.float64(0.7236334689223135)]","[np.float64(0.7963283417600371), np.float64(0.7762495647135872), np.float64(0.8382634091168067)]","[np.float64(0.6345821991679934), np.float64(0.8881328598380909), np.float64(0.8410622526819911)]",6.545084971874736e-05,421.95567989349365 |
| 21,0.7646801499079685,0.9201796223988404,0.7754518694525329,0.6385885862384512,0.8268517039074715,0.746160499321303,0.9100728122222974,0.8349849626908401,0.9057958076257793,0.9143903989303747,0.9143903989303747,0.0856096010696253,0.026234437780389613,1917644,7402707,199438,179539,"[np.float64(0.6751547073229394), np.float64(0.8336413533206312), np.float64(0.8175595477140282)]","[np.float64(0.5096102247219234), np.float64(0.7147384346092978), np.float64(0.6914170993841323)]","[np.float64(0.8320737340934428), np.float64(0.7746570009716528), np.float64(0.8738243766573189)]","[np.float64(0.5680309509264916), np.float64(0.902348457625337), np.float64(0.7681020894120804)]",6.243449435824272e-05,430.79737520217896 |
| 22,0.767896035394701,0.9578382968902588,0.7843519821022684,0.6499531892525418,0.8289264334821894,0.7559482778406167,0.9216811025373424,0.8547388946870054,0.9270580816007932,0.9163661372377845,0.9163661372377845,0.0836338627622155,0.020647385446552778,1978659,7384400,155683,180586,"[np.float64(0.6904968480400776), np.float64(0.8287272003356548), np.float64(0.8338318979310728)]","[np.float64(0.5272968201768867), np.float64(0.7075441353825902), np.float64(0.7150186121981483)]","[np.float64(0.8314919524191337), np.float64(0.7861605644781451), np.float64(0.8691267835492896)]","[np.float64(0.590385823957807), np.float64(0.8761672446987636), np.float64(0.8012917648652792)]",5.9369065729286224e-05,429.0619728565216 |
| 23,0.7464437599287552,0.9200417391351752,0.767923222071742,0.6308695555309282,0.8265702593366533,0.7452175434585776,0.9258770219966637,0.861984187059992,0.9077031602188765,0.9447934995657393,0.9447934995657393,0.0552065004342607,0.026308431313963758,1970039,7413858,200317,115114,"[np.float64(0.6461331518215999), np.float64(0.8274394809643589), np.float64(0.8301970334292672)]","[np.float64(0.4772501466380972), np.float64(0.7056688908858001), np.float64(0.7096896290688872)]","[np.float64(0.8597904706861675), np.float64(0.7478825064639276), np.float64(0.8720378008598647)]","[np.float64(0.5175278501091678), np.float64(0.9259372616706137), np.float64(0.7921875185959512)]",5.626666167821521e-05,420.6725137233734 |
| 24,0.7346878076086238,0.8989167745048935,0.7832815037705521,0.650339770004737,0.8359647212713024,0.7527449730517519,0.9280219337223281,0.8657098152621574,0.9323395758305506,0.9237440970691165,0.9237440970691165,0.07625590293088352,0.019874055018324205,2048833,7332677,148685,169133,"[np.float64(0.6724541688029154), np.float64(0.844241463206719), np.float64(0.8331488793020219)]","[np.float64(0.5065393246699024), np.float64(0.7304652627088662), np.float64(0.7140147226354423)]","[np.float64(0.8420700114175456), np.float64(0.7951406315385567), np.float64(0.870683520857805)]","[np.float64(0.5597127678960687), np.float64(0.8998054666009044), np.float64(0.7987166846582827)]",5.3139525976465657e-05,426.2053644657135 |
| 25,0.714830588422665,0.8923623521585722,0.7981320839032815,0.6684631678164156,0.8426464359668375,0.7714128717439087,0.9234829453171334,0.8578433024353563,0.9313504343751488,0.9157472624832832,0.9157472624832832,0.08425273751671682,0.017859736472308627,1858412,7532951,136983,170982,"[np.float64(0.7093838542415922), np.float64(0.8425937099640451), np.float64(0.8424186875042073)]","[np.float64(0.5496474351207928), np.float64(0.7280016682282502), np.float64(0.727740400100204)]","[np.float64(0.8724183288077968), np.float64(0.8142671601948339), np.float64(0.8412538188978821)]","[np.float64(0.5976897011472446), np.float64(0.8729621275568138), np.float64(0.8435867865276677)]",4.999999999999998e-05,410.8722720146179 |
| 26,0.7139468584336391,0.9029272536973696,0.7875191846135167,0.6563210802459362,0.8401418782013828,0.7606047185351273,0.9280745183284826,0.8658013399226975,0.9379819089871254,0.9183742328448843,0.9183742328448843,0.08162576715511576,0.01740262441455796,1984221,7407554,131194,176359,"[np.float64(0.675189499777902), np.float64(0.8392316581000347), np.float64(0.8481363959626135)]","[np.float64(0.5096498704265325), np.float64(0.7229966805662241), np.float64(0.7363166897450517)]","[np.float64(0.8747067034957973), np.float64(0.8061246962274856), np.float64(0.8395942348808655)]","[np.float64(0.549785549939562), np.float64(0.8751744434620541), np.float64(0.8568541622037661)]",4.6860474023534314e-05,405.0120732784271 |
| 27,0.7076289769338102,0.989798353330509,0.7687969498768794,0.629977271123923,0.8633650722684775,0.7138522225328789,0.9124739513804699,0.8390364097841468,0.9405975347636996,0.8859833166911358,0.8859833166911358,0.11401668330886416,0.015538319005621352,1867737,7473278,117955,240358,"[np.float64(0.6668800145602354), np.float64(0.8349758102203448), np.float64(0.804535024850058)]","[np.float64(0.5002400547916529), np.float64(0.7167025522262045), np.float64(0.6729892063539116)]","[np.float64(0.8959852304080793), np.float64(0.789390303201418), np.float64(0.9047196831959353)]","[np.float64(0.5310814303762915), np.float64(0.8861489081255849), np.float64(0.7243263290967605)]",4.3733338321784775e-05,410.5301887989044 |
| 28,0.7149689776354096,0.8486480124898859,0.7930523480099386,0.6625647435893172,0.8239513332516705,0.7905634986386575,0.9181824235787636,0.848740530373157,0.89312668516123,0.9446845645743417,0.9446845645743417,0.05531543542565829,0.02828424744495158,1833782,7538736,219434,107376,"[np.float64(0.6945174024753151), np.float64(0.828283167602572), np.float64(0.8563564739519286)]","[np.float64(0.5320005060137791), np.float64(0.7068970460276117), np.float64(0.7487966787265605)]","[np.float64(0.8883661978696956), np.float64(0.7617273090269598), np.float64(0.821760492858356)]","[np.float64(0.5701138757377938), np.float64(0.9075831695340739), np.float64(0.893993450644105)]",4.063093427071375e-05,409.94066047668457 |
| 29,0.7040631456845472,0.8786077443006877,0.7591165377875274,0.6176335628497105,0.7796301463546998,0.754679165241881,0.9229613149311536,0.8569435134747794,0.8871245407235616,0.961815340028799,0.961815340028799,0.03818465997120099,0.03578545913499719,2110723,7236245,268563,83797,"[np.float64(0.6515945455957088), np.float64(0.8214325757544299), np.float64(0.8043224920124432)]","[np.float64(0.48323339502032436), np.float64(0.6969754626301918), np.float64(0.6726918308986153)]","[np.float64(0.7270806671753266), np.float64(0.7350885461924797), np.float64(0.8767212256962932)]","[np.float64(0.590308250450406), np.float64(0.9307603570086994), np.float64(0.7429688882665375)]",3.756550564175724e-05,413.1639094352722 |
| 30,0.6848709026262874,0.8577859176171793,0.7729282445897944,0.6373724503068562,0.7998970873715942,0.7708800981890286,0.9272503334631651,0.8643678598909414,0.9119462893471374,0.9430768016955022,0.9430768016955022,0.056923198304497796,0.02541875426713206,1996172,7389927,192742,120487,"[np.float64(0.6529794858708797), np.float64(0.8283204599743794), np.float64(0.8374847879241238)]","[np.float64(0.4847583826836119), np.float64(0.7069513733731896), np.float64(0.7204075948637669)]","[np.float64(0.8298933638847272), np.float64(0.7771881642965401), np.float64(0.7926097339335151)]","[np.float64(0.5382394161718744), np.float64(0.886654712896253), np.float64(0.8877461654989586)]",3.454915028125263e-05,405.94988083839417 |
| 31,0.6823396442496047,0.8614322647855088,0.7794260764303963,0.6459486573575366,0.8184971632665495,0.7547723221057812,0.9245819182846562,0.8597418380858013,0.9238409443321076,0.9253240817993669,0.9253240817993669,0.0746759182006331,0.019909947472175647,1857676,7538591,153142,149919,"[np.float64(0.6612539564213177), np.float64(0.8339978537379121), np.float64(0.8430264191319591)]","[np.float64(0.49393532073766583), np.float64(0.7152627089165328), np.float64(0.728647942418411)]","[np.float64(0.7863389149461033), np.float64(0.7878748945163718), np.float64(0.8812776803371736)]","[np.float64(0.5705026319049615), np.float64(0.8858567666284006), np.float64(0.8079575677839814)]",3.1593772365766105e-05,409.19691801071167 |
| 32,0.6736605624560597,0.919933216797339,0.754402169372527,0.6131646635539999,0.8283187365592132,0.7186572418724767,0.9223888029899167,0.8559569588262971,0.9295370532347197,0.9153496555171384,0.9153496555171384,0.08465034448286152,0.019462568388901254,1944783,7427271,147423,179851,"[np.float64(0.631437005308812), np.float64(0.8109973453480971), np.float64(0.8207721574606723)]","[np.float64(0.46138687642310083), np.float64(0.6820820308307284), np.float64(0.6960250834081703)]","[np.float64(0.8558373841392709), np.float64(0.7450232073133257), np.float64(0.8840956182250431)]","[np.float64(0.5002670832267245), np.float64(0.8897911368846556), np.float64(0.7659135055060502)]",2.8711035421746357e-05,409.1049733161926 |
| 33,0.6697884928815219,0.8874515013114826,0.7890121594326117,0.6544788974031884,0.8208005270337075,0.7779777768807099,0.9122510777209621,0.8386596015279199,0.8907373073506454,0.9348298038727448,0.9348298038727448,0.06517019612725511,0.030849868482890216,1922212,7407323,235789,134004,"[np.float64(0.7167833955319257), np.float64(0.8154412246771127), np.float64(0.8348118580887969)]","[np.float64(0.5585833233735708), np.float64(0.6883923716278574), np.float64(0.716460997208137)]","[np.float64(0.8599952222308308), np.float64(0.7361085526972833), np.float64(0.8662978061730086)]","[np.float64(0.6144596932303079), np.float64(0.913939255885981), np.float64(0.8055343815258411)]",2.591231629491422e-05,401.9727873802185 |
| 34,0.646315410733223,0.960884960922035,0.7557611071019524,0.6153010535002948,0.7872957859729591,0.7458354739202409,0.9170981480901911,0.8468894447569685,0.8925717317308098,0.9430105407086028,0.9430105407086028,0.056989459291397204,0.028986991013990073,1860755,7502164,223957,112452,"[np.float64(0.629774962820929), np.float64(0.8150368017111222), np.float64(0.8224715567738059)]","[np.float64(0.4596142573175193), np.float64(0.687816130398024), np.float64(0.6984727727853411)]","[np.float64(0.7755157437567861), np.float64(0.7392382564959171), np.float64(0.8471333576661744)]","[np.float64(0.5301459317798797), np.float64(0.9081554420579574), np.float64(0.7992050479228855)]",2.3208660251050148e-05,407.67950677871704 |
| 35,0.6726116420460396,0.8958810881988423,0.7776895842854854,0.6422706090413035,0.8180752191578963,0.7547663066255174,0.9241700237037609,0.8590298133218056,0.9249555464180026,0.9233858340748822,0.9233858340748822,0.0766141659251178,0.021692614220601494,2011018,7358294,163160,166856,"[np.float64(0.6707567766126293), np.float64(0.8289970467533464), np.float64(0.8333149294904807)]","[np.float64(0.5046155322148714), np.float64(0.7079376225780799), np.float64(0.7142586723309591)]","[np.float64(0.8213565536205316), np.float64(0.7849942544849157), np.float64(0.8478748493682414)]","[np.float64(0.5668263655425272), np.float64(0.8782259335887155), np.float64(0.8192466207453094)]",2.061073738537634e-05,409.3113143444061 |
| 36,0.6567048866327118,0.9214615580197927,0.7872130335223071,0.6557214124155218,0.8120870820402581,0.7686565083228376,0.9273621088077653,0.8645621382785612,0.9294282722067554,0.9253051113920127,0.9253051113920127,0.07469488860798734,0.019149843411542283,1922264,7475932,145958,155174,"[np.float64(0.6763693507112171), np.float64(0.8466907203423155), np.float64(0.8385790295133887)]","[np.float64(0.5109955341957712), np.float64(0.7341402131036551), np.float64(0.7220284899471391)]","[np.float64(0.7566008799007025), np.float64(0.816920787418158), np.float64(0.8627395788019141)]","[np.float64(0.6115222598062903), np.float64(0.8787124424914966), np.float64(0.8157348226707261)]",1.8128800512565503e-05,406.1665189266205 |
| 37,0.6559915411330405,0.913564197114996,0.7719877966313486,0.6346229443696064,0.8001341890614163,0.7525579140821227,0.9206943437582726,0.8530431934955677,0.9220190249656293,0.919373463476377,0.919373463476377,0.08062653652362291,0.02089225391482056,1888531,7485453,159725,165619,"[np.float64(0.6651980783136814), np.float64(0.8174619678437434), np.float64(0.8333033437366211)]","[np.float64(0.49834965586002833), np.float64(0.691277528176554), np.float64(0.7142416490722373)]","[np.float64(0.7566388832087605), np.float64(0.778364570202879), np.float64(0.8653991137726095)]","[np.float64(0.5934757525123643), np.float64(0.8606948297904021), np.float64(0.8035031599436017)]",1.5772644703565555e-05,402.7365562915802 |
| 38,0.6440422410259441,0.9012121662900254,0.7664544246960782,0.6280298973137711,0.8058975941692289,0.7495101364045577,0.9226335155618284,0.8563785201123701,0.9030068348858064,0.9431323158853719,0.9431323158853719,0.05686768411462803,0.030271444175571458,2104629,7241736,226061,126902,"[np.float64(0.6521652238853067), np.float64(0.8202781454505647), np.float64(0.8269199047523632)]","[np.float64(0.48386140159200874), np.float64(0.6953148678964237), np.float64(0.704913422452881)]","[np.float64(0.7928137587110798), np.float64(0.7420297217524388), np.float64(0.8828493020441679)]","[np.float64(0.5539008549451924), np.float64(0.9169748617691326), np.float64(0.777654692499348)]",1.3551568628929426e-05,410.157185792923 |
| 39,0.6488054240641951,0.894606706661147,0.7955029577760505,0.6653029213186831,0.8560738197059341,0.7554764668963663,0.9214535186148473,0.8543475265261127,0.9393416364010142,0.9042339649984256,0.9042339649984256,0.09576603500157439,0.014603099072922827,1754600,7645597,113304,185827,"[np.float64(0.7018898300433581), np.float64(0.8468231929109155), np.float64(0.8377958503738782)]","[np.float64(0.540701279666272), np.float64(0.7343394245402102), np.float64(0.7208680597495671)]","[np.float64(0.8727479526842584), np.float64(0.8175326039847126), np.float64(0.8779409024488315)]","[np.float64(0.5869771426822925), np.float64(0.8782906224095663), np.float64(0.80116163559724)]",1.1474337861210536e-05,417.7566828727722 |
| 40,0.6472994811883589,0.9758335746623374,0.7635952892787241,0.6218854852522199,0.828624598182239,0.7206058356169223,0.9132358822010074,0.8403257590530047,0.9411259014894006,0.8869513126461597,0.8869513126461597,0.11304868735384035,0.015007642404874687,1831511,7519803,114574,233440,"[np.float64(0.6720754265803542), np.float64(0.8124416184592189), np.float64(0.806268822796599)]","[np.float64(0.5061096390811103), np.float64(0.684127728865951), np.float64(0.6754190878095981)]","[np.float64(0.8297333947561363), np.float64(0.7745164107059315), np.float64(0.8816239890846491)]","[np.float64(0.5647643337418436), np.float64(0.8542721712053993), np.float64(0.7427810019035238)]",9.549150281252626e-06,406.6849989891052 |
| 41,0.6385132212217163,0.9064546026088096,0.7881631295023035,0.654307294941528,0.8284688126466411,0.76193072847381,0.9260394919679444,0.862265870152745,0.9246372422481237,0.9274460012842768,0.9274460012842768,0.07255399871572323,0.02250750640457771,2063917,7305731,168220,161460,"[np.float64(0.7050044806894542), np.float64(0.8433760512884519), np.float64(0.8161088565290046)]","[np.float64(0.5444068880368002), np.float64(0.7291704898795784), np.float64(0.6893445069082051)]","[np.float64(0.7964802471643188), np.float64(0.7873698518114339), np.float64(0.9015563389641706)]","[np.float64(0.632376079903053), np.float64(0.907959910784115), np.float64(0.7454561947342622)]",7.783603724899252e-06,415.4469916820526 |
| 42,0.6373935226274996,0.8951625429295205,0.7783396738302913,0.6439606686998394,0.8148488279883846,0.7548415361235913,0.9255948214596667,0.8614951230197554,0.9223336032530347,0.9288791837501909,0.9288791837501909,0.0711208162498091,0.020870186917547932,1897611,7496633,159791,145293,"[np.float64(0.6645056320008519), np.float64(0.8407411690529524), np.float64(0.8297722204370694)]","[np.float64(0.497572769997092), np.float64(0.7252402540389667), np.float64(0.7090689820634594)]","[np.float64(0.7744399872977402), np.float64(0.7914467331531364), np.float64(0.8786597635142773)]","[np.float64(0.58190260438379), np.float64(0.896583968192158), np.float64(0.7860380357948259)]",6.184665997806817e-06,413.9155023097992 |
| 43,0.6304516049773514,0.8749862792524131,0.7783853899047233,0.6437774724573281,0.8214045796371513,0.7518296135714452,0.921748750547809,0.8548552584716284,0.9223635736440244,0.9211347465551414,0.9211347465551414,0.07886525344485865,0.020287843956591996,1852974,7531740,155967,158647,"[np.float64(0.6665720870441358), np.float64(0.8386354546838891), np.float64(0.8299486279861447)]","[np.float64(0.49989360547171857), np.float64(0.7221121551076984), np.float64(0.7093266567925675)]","[np.float64(0.7877950048076758), np.float64(0.7827790819904629), np.float64(0.8936396521133153)]","[np.float64(0.5776807557680003), np.float64(0.9030757781345673), np.float64(0.7747323068117682)]",4.75864737669903e-06,410.52843022346497 |
| 44,0.6262266296817331,0.8950190028628787,0.7818389153249427,0.6451419269062737,0.8001638067703677,0.7827904634493622,0.9097174898426675,0.8343869422535187,0.8699514728683552,0.9532931040455856,0.9532931040455856,0.0467068959544144,0.03817783976253835,1953697,7357852,292057,95722,"[np.float64(0.7059611290885964), np.float64(0.8030028649879338), np.float64(0.8365527518982979)]","[np.float64(0.5455486268286373), np.float64(0.670847775237022), np.float64(0.7190293786531619)]","[np.float64(0.8040775270609077), np.float64(0.7065875701847855), np.float64(0.8898263230654098)]","[np.float64(0.6291856585686763), np.float64(0.9298879449551616), np.float64(0.7892977868242487)]",3.5111757055874303e-06,408.35940384864807 |
| 45,0.628705890912588,0.9254501574748272,0.7771953424053892,0.6427716641740048,0.8419062242149606,0.7352968740823295,0.9164095981174437,0.8457158687686195,0.9311750137778664,0.9021051364301047,0.9021051364301047,0.0978948635698953,0.018441930077841766,1895755,7457730,140119,205724,"[np.float64(0.6601187535069133), np.float64(0.8372028621097598), np.float64(0.8342644115994945)]","[np.float64(0.4926695968278255), np.float64(0.719990473685519), np.float64(0.7156549220086696)]","[np.float64(0.8290051030066933), np.float64(0.8011047994275077), np.float64(0.8956087702106811)]","[np.float64(0.548398138768604), np.float64(0.8767076140845945), np.float64(0.78078486939379)]",2.4471741852423216e-06,420.8489770889282 |
| 46,0.6222077477343229,0.9464450679920815,0.7429763815787469,0.5995871045927423,0.8035890987353197,0.7131727932094072,0.9152010517544709,0.8436596046065928,0.9107603126285968,0.9196853079014059,0.9196853079014059,0.08031469209859406,0.023405318660926405,1839183,7519322,180210,160613,"[np.float64(0.6097957281648645), np.float64(0.8084935683149252), np.float64(0.8106398482564511)]","[np.float64(0.43863750135072255), np.float64(0.6785473807065583), np.float64(0.6815764317209461)]","[np.float64(0.7808617136127196), np.float64(0.7348630827160713), np.float64(0.895042499877168)]","[np.float64(0.5002125032378452), np.float64(0.8985220610088892), np.float64(0.7407838153814873)]",1.5708419435684504e-06,417.7038242816925 |
| 47,0.6210868634841069,0.9222149647570945,0.7774260490682731,0.6402804187248861,0.8160089574816762,0.7611982890575977,0.9191571352437174,0.8504077375308173,0.9034570012093116,0.9354125884602383,0.9354125884602383,0.06458741153976165,0.027778352360663908,1973048,7379208,210839,136233,"[np.float64(0.687076740379369), np.float64(0.8134587987549908), np.float64(0.8317426080704592)]","[np.float64(0.5233182787681739), np.float64(0.6855714726985022), np.float64(0.7119515047079821)]","[np.float64(0.8346964040278008), np.float64(0.7360387190144251), np.float64(0.8772917494028031)]","[np.float64(0.5838248027872284), np.float64(0.9090802119823946), np.float64(0.7906898524031699)]",8.856374635655631e-07,427.6186029911041 |
| 48,0.630068201799782,0.8808254333766731,0.7865048187252621,0.652375422167346,0.8234408459489662,0.765849792696644,0.9196672628829141,0.8512814906795156,0.9105925152288957,0.9289247047620407,0.9289247047620407,0.0710752952379593,0.023122663223778674,1822214,7558774,178916,139424,"[np.float64(0.6980619999815164), np.float64(0.8340708584826719), np.float64(0.8273815977115979)]","[np.float64(0.5361714612920171), np.float64(0.7153701102257559), np.float64(0.7055846949842647)]","[np.float64(0.8213954297645285), np.float64(0.7711697531082379), np.float64(0.8777573549741323)]","[np.float64(0.6069306877654987), np.float64(0.9081444167674109), np.float64(0.7824742735570221)]",3.942649342761114e-07,416.5929057598114 |
| 49,0.6267647606377699,0.9379216521172911,0.7761380342768186,0.6394100196408518,0.8202920045466576,0.7521960288667472,0.9232708830952685,0.8574773994683001,0.9238594877791119,0.9226830279515597,0.9226830279515597,0.07731697204844029,0.02313352016710157,2087491,7264872,172042,174923,"[np.float64(0.6775825490942718), np.float64(0.8128793987044298), np.float64(0.8379521550317544)]","[np.float64(0.5123817359111477), np.float64(0.6847487928499344), np.float64(0.7210995301614732)]","[np.float64(0.8242734850191484), np.float64(0.750432993643617), np.float64(0.8861695349772077)]","[np.float64(0.5752150306260206), np.float64(0.8866619360961124), np.float64(0.7947111198781085)]",9.866357858642197e-08,418.1421937942505 |
| 50,0.6244182416370937,0.9096056488720147,0.7788214285731714,0.6446605086033436,0.8178691117965061,0.7540155174695906,0.9183707114405396,0.8490623554246092,0.9140327034539356,0.9227500922380122,0.9227500922380122,0.07724990776198776,0.022049692131275438,1813227,7563764,170539,151798,"[np.float64(0.6657551036433501), np.float64(0.8491873790795634), np.float64(0.8215218029966005)]","[np.float64(0.4989751922314198), np.float64(0.7379023862289337), np.float64(0.6971039473496774)]","[np.float64(0.7871776137056309), np.float64(0.8013011085839139), np.float64(0.8651286130999735)]","[np.float64(0.5767856509033258), np.float64(0.9031608535591459), np.float64(0.7821000479463002)]",0.0,414.2319402694702 |
|
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