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b1ea15d

run,split,eval_level,latents,level,n_eval,n_classes,n_eligible,n_reachable_classes,top1_accuracy,top5_accuracy,top1_accuracy_reachable,top5_accuracy_reachable,macro_f1,macro_f1_reachable,weighted_f1
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run_v73h,train,genus,latent_opt,genus,1848,68,0,0,0.0,0.0,,,0.0,,0.0
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run_v73h,train,specimen,latent_opt,position_10,1954,10,1954,10,0.3188331627430911,0.6878198567041965,0.3188331627430911,0.6878198567041965,0.3095083520454539,0.3095083520454539,0.3137070092181938
run_v72,train,specimen,latent_opt,position_20,1957,5,1957,5,0.5038323965252938,0.8467041389882474,0.5038323965252938,0.8467041389882474,0.5039531746198003,0.5039531746198003,0.5009197938982334
run_v73c,train,specimen,latent_opt,position_20,1954,5,1954,5,0.5087001023541453,0.8433981576253838,0.5087001023541453,0.8433981576253838,0.5091633732678897,0.5091633732678897,0.5064285179744912
run_v73h,train,specimen,latent_opt,position_20,1954,5,1954,5,0.5112589559877175,0.8367451381780963,0.5112589559877175,0.8367451381780963,0.5125392203949608,0.5125392203949608,0.5092944428543646
run_v72,train,specimen,latent_opt,life_history,1955,5,1955,5,0.4455242966751918,0.6398976982097186,0.4455242966751918,0.6398976982097186,0.4165888009268751,0.4165888009268751,0.4506878470025194
run_v73c,train,specimen,latent_opt,life_history,1952,5,1952,5,0.4441598360655737,0.6337090163934426,0.4441598360655737,0.6337090163934426,0.4154456566601731,0.4154456566601731,0.4492058925175837
run_v73h,train,specimen,latent_opt,life_history,1952,5,1952,5,0.4410860655737705,0.6188524590163934,0.4410860655737705,0.6188524590163934,0.412797174041233,0.412797174041233,0.4460798861079306
run_v72,val,genus,latent_opt,family,119,27,79,10,0.2689075630252101,0.3109243697478991,0.4050632911392405,0.4683544303797468,0.0509544872541031,0.1857575757575757,0.2686197398293504
run_v73c,val,genus,latent_opt,family,119,27,79,10,0.2857142857142857,0.3361344537815126,0.430379746835443,0.5063291139240507,0.0542790542790542,0.1938735177865612,0.2781420260411857
run_v73h,val,genus,latent_opt,family,119,27,79,10,0.2521008403361344,0.3193277310924369,0.379746835443038,0.4810126582278481,0.0483627483627483,0.1731601731601731,0.2552774956136301
run_v72,val,genus,latent_opt,genus,119,52,0,0,0.0,0.0,,,0.0,,0.0
run_v73c,val,genus,latent_opt,genus,119,52,0,0,0.0,0.0,,,0.0,,0.0
run_v73h,val,genus,latent_opt,genus,119,52,0,0,0.0,0.0,,,0.0,,0.0
run_v72,val,genus,latent_opt,species,119,60,0,0,0.0,0.0,,,0.0,,0.0
run_v73c,val,genus,latent_opt,species,119,60,0,0,0.0,0.0,,,0.0,,0.0
run_v73h,val,genus,latent_opt,species,119,60,0,0,0.0,0.0,,,0.0,,0.0
run_v72,val,genus,latent_opt,region,112,3,112,3,0.7053571428571429,0.9196428571428572,0.7053571428571429,0.9196428571428572,0.706859298322713,0.706859298322713,0.6986337382678846
run_v73c,val,genus,latent_opt,region,112,3,112,3,0.7053571428571429,0.9285714285714286,0.7053571428571429,0.9285714285714286,0.7175446775446774,0.7175446775446774,0.7008075258075258
run_v73h,val,genus,latent_opt,region,112,3,112,3,0.7053571428571429,0.9196428571428572,0.7053571428571429,0.9196428571428572,0.7003968253968255,0.7003968253968255,0.6990858843537415
run_v72,val,genus,latent_opt,position_10,124,10,124,10,0.4112903225806452,0.75,0.4112903225806452,0.75,0.3976991205252075,0.3976991205252075,0.4155072660553578
run_v73c,val,genus,latent_opt,position_10,124,10,124,10,0.3951612903225806,0.7580645161290323,0.3951612903225806,0.7580645161290323,0.372275607421652,0.372275607421652,0.3893120089576937
run_v73h,val,genus,latent_opt,position_10,124,10,124,10,0.4112903225806452,0.7338709677419355,0.4112903225806452,0.7338709677419355,0.3895255259589624,0.3895255259589624,0.4115536580482151
run_v72,val,genus,latent_opt,position_20,124,5,124,5,0.5725806451612904,0.8629032258064516,0.5725806451612904,0.8629032258064516,0.5678917512360135,0.5678917512360135,0.5729814576985386
run_v73c,val,genus,latent_opt,position_20,124,5,124,5,0.6129032258064516,0.8629032258064516,0.6129032258064516,0.8629032258064516,0.6037562282438059,0.6037562282438059,0.6071550287770734
run_v73h,val,genus,latent_opt,position_20,124,5,124,5,0.5725806451612904,0.8548387096774194,0.5725806451612904,0.8548387096774194,0.5637237482940132,0.5637237482940132,0.5675606750691694
run_v72,val,genus,latent_opt,life_history,124,5,124,5,0.4193548387096774,0.6048387096774194,0.4193548387096774,0.6048387096774194,0.3439369784531074,0.3439369784531074,0.4302169755603678
run_v73c,val,genus,latent_opt,life_history,124,5,124,5,0.3790322580645161,0.5887096774193549,0.3790322580645161,0.5887096774193549,0.3159537632758572,0.3159537632758572,0.3952942321040217
run_v73h,val,genus,latent_opt,life_history,124,5,124,5,0.3870967741935484,0.5564516129032258,0.3870967741935484,0.5564516129032258,0.316973214447314,0.316973214447314,0.3972407671273566
run_v72,val,loo,latent_opt,family,119,27,119,27,0.9831932773109244,1.0,0.9831932773109244,1.0,0.9800612642717906,0.9800612642717906,0.9830542743413156
run_v73c,val,loo,latent_opt,family,119,27,119,27,0.9831932773109244,1.0,0.9831932773109244,1.0,0.9800612642717906,0.9800612642717906,0.9830542743413156
run_v73h,val,loo,latent_opt,family,119,27,119,27,0.9831932773109244,1.0,0.9831932773109244,1.0,0.9800612642717906,0.9800612642717906,0.9830542743413156
run_v72,val,loo,latent_opt,genus,119,52,119,52,0.957983193277311,0.9831932773109244,0.957983193277311,0.9831932773109244,0.9476800976800976,0.9476800976800976,0.9563558756836068
run_v73c,val,loo,latent_opt,genus,119,52,119,52,0.957983193277311,0.9831932773109244,0.957983193277311,0.9831932773109244,0.9476800976800976,0.9476800976800976,0.9563558756836068
run_v73h,val,loo,latent_opt,genus,119,52,119,52,0.957983193277311,0.9831932773109244,0.957983193277311,0.9831932773109244,0.9476800976800976,0.9476800976800976,0.9563558756836068
run_v72,val,loo,latent_opt,species,119,60,119,60,0.9495798319327732,0.9831932773109244,0.9495798319327732,0.9831932773109244,0.941904761904762,0.941904761904762,0.9483793517406964
run_v73c,val,loo,latent_opt,species,119,60,119,60,0.9495798319327732,0.9831932773109244,0.9495798319327732,0.9831932773109244,0.941904761904762,0.941904761904762,0.9483793517406964
run_v73h,val,loo,latent_opt,species,119,60,119,60,0.9495798319327732,0.9831932773109244,0.9495798319327732,0.9831932773109244,0.941904761904762,0.941904761904762,0.9483793517406964
run_v72,val,loo,latent_opt,region,112,3,112,3,0.8928571428571429,0.9910714285714286,0.8928571428571429,0.9910714285714286,0.8815577688014554,0.8815577688014554,0.8893089504310251
run_v73c,val,loo,latent_opt,region,112,3,112,3,0.8928571428571429,0.9910714285714286,0.8928571428571429,0.9910714285714286,0.8815577688014554,0.8815577688014554,0.8893089504310251
run_v73h,val,loo,latent_opt,region,112,3,112,3,0.8839285714285714,0.9910714285714286,0.8839285714285714,0.9910714285714286,0.8731558482632882,0.8731558482632882,0.8792783257188571
run_v72,val,loo,latent_opt,position_10,124,10,124,10,0.532258064516129,0.9112903225806452,0.532258064516129,0.9112903225806452,0.5010056042664739,0.5010056042664739,0.5343909369505442
run_v73c,val,loo,latent_opt,position_10,124,10,124,10,0.5080645161290323,0.9032258064516128,0.5080645161290323,0.9032258064516128,0.4801575655173856,0.4801575655173856,0.5119255755216001
run_v73h,val,loo,latent_opt,position_10,124,10,124,10,0.5,0.9032258064516128,0.5,0.9032258064516128,0.4555547310438615,0.4555547310438615,0.4888630231591312
run_v72,val,loo,latent_opt,position_20,124,5,124,5,0.7661290322580645,0.9838709677419356,0.7661290322580645,0.9838709677419356,0.7673750714694112,0.7673750714694112,0.7696038750253602
run_v73c,val,loo,latent_opt,position_20,124,5,124,5,0.7338709677419355,0.9838709677419356,0.7338709677419355,0.9838709677419356,0.7362614379084966,0.7362614379084966,0.7369428631667722
run_v73h,val,loo,latent_opt,position_20,124,5,124,5,0.7580645161290323,0.9838709677419356,0.7580645161290323,0.9838709677419356,0.7601455733808675,0.7601455733808675,0.7616092135779043
run_v72,val,loo,latent_opt,life_history,124,5,124,5,0.9838709677419356,1.0,0.9838709677419356,1.0,0.9829745596868884,0.9829745596868884,0.983862200057516
run_v73c,val,loo,latent_opt,life_history,124,5,124,5,0.9838709677419356,1.0,0.9838709677419356,1.0,0.9829745596868884,0.9829745596868884,0.983862200057516
run_v73h,val,loo,latent_opt,life_history,124,5,124,5,0.9838709677419356,1.0,0.9838709677419356,1.0,0.9829745596868884,0.9829745596868884,0.983862200057516
run_v72,val,species,latent_opt,family,119,27,82,11,0.3361344537815126,0.3949579831932773,0.4878048780487805,0.573170731707317,0.068306277056277,0.2159451659451659,0.3128625995852886
run_v73c,val,species,latent_opt,family,119,27,82,11,0.3529411764705882,0.4117647058823529,0.5121951219512195,0.5975609756097561,0.0767309566651671,0.2373737373737373,0.3261944453894919
run_v73h,val,species,latent_opt,family,119,27,82,11,0.3277310924369748,0.4117647058823529,0.4756097560975609,0.5975609756097561,0.0644153825972007,0.2074741364903258,0.3056439358960368
run_v72,val,species,latent_opt,genus,119,52,31,8,0.0840336134453781,0.1092436974789916,0.3225806451612903,0.4193548387096774,0.0312137771154164,0.326098901098901,0.0673966556319497
run_v73c,val,species,latent_opt,genus,119,52,31,8,0.0840336134453781,0.1176470588235294,0.3225806451612903,0.4516129032258064,0.0310419866871479,0.338598901098901,0.0708616780045351
run_v73h,val,species,latent_opt,genus,119,52,31,8,0.0840336134453781,0.1176470588235294,0.3225806451612903,0.4516129032258064,0.0266024298282362,0.3326465201465202,0.0620975662992469
run_v72,val,species,latent_opt,species,119,60,0,0,0.0,0.0,,,0.0,,0.0
run_v73c,val,species,latent_opt,species,119,60,0,0,0.0,0.0,,,0.0,,0.0
run_v73h,val,species,latent_opt,species,119,60,0,0,0.0,0.0,,,0.0,,0.0
run_v72,val,species,latent_opt,region,112,3,112,3,0.7053571428571429,0.9285714285714286,0.7053571428571429,0.9285714285714286,0.7059047732483698,0.7059047732483698,0.6964654736027157
run_v73c,val,species,latent_opt,region,112,3,112,3,0.7053571428571429,0.9285714285714286,0.7053571428571429,0.9285714285714286,0.7163764794107154,0.7163764794107154,0.6986909391250408
run_v73h,val,species,latent_opt,region,112,3,112,3,0.7232142857142857,0.9196428571428572,0.7232142857142857,0.9196428571428572,0.7210072778133371,0.7210072778133371,0.7158160362502158
run_v72,val,species,latent_opt,position_10,124,10,124,10,0.4354838709677419,0.7580645161290323,0.4354838709677419,0.7580645161290323,0.4140078677149615,0.4140078677149615,0.4343595767259677
run_v73c,val,species,latent_opt,position_10,124,10,124,10,0.4193548387096774,0.7661290322580645,0.4193548387096774,0.7661290322580645,0.3821686635416287,0.3821686635416287,0.4030142982581425
run_v73h,val,species,latent_opt,position_10,124,10,124,10,0.4435483870967742,0.75,0.4435483870967742,0.75,0.4109933835712639,0.4109933835712639,0.4384163373555901
run_v72,val,species,latent_opt,position_20,124,5,124,5,0.5725806451612904,0.8629032258064516,0.5725806451612904,0.8629032258064516,0.5693527846200019,0.5693527846200019,0.5740784428843784
run_v73c,val,species,latent_opt,position_20,124,5,124,5,0.5967741935483871,0.8548387096774194,0.5967741935483871,0.8548387096774194,0.5879990356798457,0.5879990356798457,0.5903190810962142
run_v73h,val,species,latent_opt,position_20,124,5,124,5,0.5967741935483871,0.8467741935483871,0.5967741935483871,0.8467741935483871,0.586347937320115,0.586347937320115,0.5908603010202502
run_v72,val,species,latent_opt,life_history,124,5,124,5,0.4677419354838709,0.6612903225806451,0.4677419354838709,0.6612903225806451,0.4326823318314216,0.4326823318314216,0.4686763048666673
run_v73c,val,species,latent_opt,life_history,124,5,124,5,0.4274193548387097,0.6370967741935484,0.4274193548387097,0.6370967741935484,0.4010233918128654,0.4010233918128654,0.4317911714770798
run_v73h,val,species,latent_opt,life_history,124,5,124,5,0.4435483870967742,0.6048387096774194,0.4435483870967742,0.6048387096774194,0.4122156836639595,0.4122156836639595,0.4414166748983211
run_v72,val,specimen,latent_opt,family,119,27,82,11,0.3361344537815126,0.3949579831932773,0.4878048780487805,0.573170731707317,0.068306277056277,0.2159451659451659,0.3128625995852886
run_v73c,val,specimen,latent_opt,family,119,27,82,11,0.3529411764705882,0.4117647058823529,0.5121951219512195,0.5975609756097561,0.0767309566651671,0.2373737373737373,0.3261944453894919
run_v73h,val,specimen,latent_opt,family,119,27,82,11,0.3361344537815126,0.4117647058823529,0.4878048780487805,0.5975609756097561,0.065066045066045,0.2097535552081006,0.310743374272786
run_v72,val,specimen,latent_opt,genus,119,52,39,9,0.1428571428571428,0.1764705882352941,0.4358974358974359,0.5384615384615384,0.0468728474996556,0.381368957839546,0.1282924934679754
run_v73c,val,specimen,latent_opt,genus,119,52,39,9,0.1428571428571428,0.1848739495798319,0.4358974358974359,0.5641025641025641,0.0453789042498719,0.3873965540632207,0.1278177937841803
run_v73h,val,specimen,latent_opt,genus,119,52,39,9,0.1512605042016806,0.1848739495798319,0.4615384615384615,0.5641025641025641,0.0415258576548899,0.3944512277845611,0.1233826864078964
run_v72,val,specimen,latent_opt,species,119,60,8,1,0.0588235294117647,0.0672268907563025,0.875,1.0,0.0111287758346581,0.9333333333333332,0.0553633217993079
run_v73c,val,specimen,latent_opt,species,119,60,8,1,0.0588235294117647,0.0672268907563025,0.875,1.0,0.0103703703703703,0.9333333333333332,0.0522875816993464
run_v73h,val,specimen,latent_opt,species,119,60,8,1,0.0672268907563025,0.0672268907563025,1.0,1.0,0.0118518518518518,1.0,0.0597572362278244
run_v72,val,specimen,latent_opt,region,112,3,112,3,0.7053571428571429,0.9285714285714286,0.7053571428571429,0.9285714285714286,0.7059047732483698,0.7059047732483698,0.6964654736027157
run_v73c,val,specimen,latent_opt,region,112,3,112,3,0.7142857142857143,0.9285714285714286,0.7142857142857143,0.9285714285714286,0.7227490406909051,0.7227490406909051,0.7069365315606545
run_v73h,val,specimen,latent_opt,region,112,3,112,3,0.7142857142857143,0.9196428571428572,0.7142857142857143,0.9196428571428572,0.7119653793089759,0.7119653793089759,0.7052317073689495
run_v72,val,specimen,latent_opt,position_10,124,10,124,10,0.4193548387096774,0.75,0.4193548387096774,0.75,0.3970500107571045,0.3970500107571045,0.4150350869982523
run_v73c,val,specimen,latent_opt,position_10,124,10,124,10,0.3790322580645161,0.7419354838709677,0.3790322580645161,0.7419354838709677,0.34534183569535,0.34534183569535,0.3612729627746502
run_v73h,val,specimen,latent_opt,position_10,124,10,124,10,0.4274193548387097,0.7580645161290323,0.4274193548387097,0.7580645161290323,0.399427994402586,0.399427994402586,0.4222631221174924
run_v72,val,specimen,latent_opt,position_20,124,5,124,5,0.5564516129032258,0.8629032258064516,0.5564516129032258,0.8629032258064516,0.5518001668752608,0.5518001668752608,0.5563012233033227
run_v73c,val,specimen,latent_opt,position_20,124,5,124,5,0.5645161290322581,0.8467741935483871,0.5645161290322581,0.8467741935483871,0.5511795171596073,0.5511795171596073,0.553675384898568
run_v73h,val,specimen,latent_opt,position_20,124,5,124,5,0.5806451612903226,0.8467741935483871,0.5806451612903226,0.8467741935483871,0.5696391791480385,0.5696391791480385,0.5751325529339267
run_v72,val,specimen,latent_opt,life_history,124,5,124,5,0.4435483870967742,0.6532258064516129,0.4435483870967742,0.6532258064516129,0.4109182055670336,0.4109182055670336,0.4435585578680062
run_v73c,val,specimen,latent_opt,life_history,124,5,124,5,0.4032258064516129,0.6370967741935484,0.4032258064516129,0.6370967741935484,0.3790392648287385,0.3790392648287385,0.406560756730536
run_v73h,val,specimen,latent_opt,life_history,124,5,124,5,0.4516129032258064,0.6048387096774194,0.4516129032258064,0.6048387096774194,0.4168835602519813,0.4168835602519813,0.4480169910390624
run_v72,test,genus,latent_opt,family,346,35,217,10,0.2427745664739884,0.3323699421965317,0.3870967741935484,0.5299539170506913,0.0699361920790492,0.2711546895755096,0.2496746897758458
run_v73c,test,genus,latent_opt,family,345,35,217,10,0.2260869565217391,0.3188405797101449,0.3594470046082949,0.5069124423963134,0.0596192014388994,0.2311448407842893,0.2322377535730988
run_v73h,test,genus,latent_opt,family,346,35,217,10,0.245664739884393,0.3208092485549133,0.391705069124424,0.511520737327189,0.0682663070565066,0.2675769695958226,0.2444460998108551
run_v72,test,genus,latent_opt,genus,346,66,0,0,0.0,0.0,,,0.0,,0.0
run_v73c,test,genus,latent_opt,genus,345,66,0,0,0.0,0.0,,,0.0,,0.0
run_v73h,test,genus,latent_opt,genus,346,66,0,0,0.0,0.0,,,0.0,,0.0
run_v72,test,genus,latent_opt,species,346,78,0,0,0.0,0.0,,,0.0,,0.0
run_v73c,test,genus,latent_opt,species,345,78,0,0,0.0,0.0,,,0.0,,0.0
run_v73h,test,genus,latent_opt,species,346,78,0,0,0.0,0.0,,,0.0,,0.0
run_v72,test,genus,latent_opt,region,322,3,322,3,0.6801242236024845,0.9130434782608696,0.6801242236024845,0.9130434782608696,0.6554171153155924,0.6554171153155924,0.6770752898980662
run_v73c,test,genus,latent_opt,region,321,3,321,3,0.6666666666666666,0.9221183800623052,0.6666666666666666,0.9221183800623052,0.6425156407944704,0.6425156407944704,0.6633872255504311
run_v73h,test,genus,latent_opt,region,321,3,321,3,0.6947040498442367,0.912772585669782,0.6947040498442367,0.912772585669782,0.6787256236797522,0.6787256236797522,0.6930607317300278
run_v72,test,genus,latent_opt,position_10,371,10,371,10,0.3342318059299191,0.6819407008086253,0.3342318059299191,0.6819407008086253,0.3283451605445034,0.3283451605445034,0.3340373418408693
run_v73c,test,genus,latent_opt,position_10,370,10,370,10,0.3297297297297297,0.6810810810810811,0.3297297297297297,0.6810810810810811,0.3217657915527978,0.3217657915527978,0.3280953523526397
run_v73h,test,genus,latent_opt,position_10,371,10,371,10,0.3423180592991914,0.692722371967655,0.3423180592991914,0.692722371967655,0.3364016631077829,0.3364016631077829,0.3411903406510503
run_v72,test,genus,latent_opt,position_20,371,5,371,5,0.522911051212938,0.8221024258760108,0.522911051212938,0.8221024258760108,0.5196350967054313,0.5196350967054313,0.5241139427503558
run_v73c,test,genus,latent_opt,position_20,370,5,370,5,0.5135135135135135,0.8216216216216217,0.5135135135135135,0.8216216216216217,0.5084787775250355,0.5084787775250355,0.5124359189472297
run_v73h,test,genus,latent_opt,position_20,371,5,371,5,0.5175202156334232,0.816711590296496,0.5175202156334232,0.816711590296496,0.5134175515537442,0.5134175515537442,0.5183681332772193
run_v72,test,genus,latent_opt,life_history,371,5,371,5,0.4474393530997305,0.6657681940700808,0.4474393530997305,0.6657681940700808,0.3678365256819075,0.3678365256819075,0.4648279063846753
run_v73c,test,genus,latent_opt,life_history,370,5,370,5,0.4351351351351351,0.6459459459459459,0.4351351351351351,0.6459459459459459,0.3603633805303199,0.3603633805303199,0.4573351809787034
run_v73h,test,genus,latent_opt,life_history,371,5,371,5,0.4393530997304582,0.6361185983827493,0.4393530997304582,0.6361185983827493,0.364035702395904,0.364035702395904,0.458700096226686
run_v72,test,loo,latent_opt,family,351,35,351,35,0.9886039886039886,0.9971509971509972,0.9886039886039886,0.9971509971509972,0.976276369133512,0.976276369133512,0.98852347926422
run_v73c,test,loo,latent_opt,family,351,35,351,35,0.9943019943019944,0.9971509971509972,0.9943019943019944,0.9971509971509972,0.9886264000549716,0.9886264000549716,0.9941937349344756
run_v73h,test,loo,latent_opt,family,351,35,351,35,0.9857549857549858,0.9971509971509972,0.9857549857549858,0.9971509971509972,0.9426400054971484,0.9426400054971484,0.9850497924571998
run_v72,test,loo,latent_opt,genus,351,66,351,66,0.9772079772079773,0.9971509971509972,0.9772079772079773,0.9971509971509972,0.968407929356546,0.968407929356546,0.9774334775152316
run_v73c,test,loo,latent_opt,genus,351,66,351,66,0.9857549857549858,0.9971509971509972,0.9857549857549858,0.9971509971509972,0.982129561259996,0.982129561259996,0.98589908598084
run_v73h,test,loo,latent_opt,genus,351,66,351,66,0.9743589743589745,0.9971509971509972,0.9743589743589745,0.9971509971509972,0.9395746779718228,0.9538106579410928,0.9749100749918292
run_v72,test,loo,latent_opt,species,351,78,351,78,0.9772079772079773,0.9971509971509972,0.9772079772079773,0.9971509971509972,0.972269667654283,0.972269667654283,0.9774178085289196
run_v73c,test,loo,latent_opt,species,351,78,351,78,0.9857549857549858,0.9971509971509972,0.9857549857549858,0.9971509971509972,0.9838802792648946,0.9838802792648946,0.9858834169945282
run_v73h,test,loo,latent_opt,species,351,78,351,78,0.9743589743589745,0.9971509971509972,0.9743589743589745,0.9971509971509972,0.94776726789385,0.9599181303027456,0.9748944060055172
run_v72,test,loo,latent_opt,region,322,3,322,3,0.8416149068322981,0.9875776397515528,0.8416149068322981,0.9875776397515528,0.8300664400254583,0.8300664400254583,0.840050317414358
run_v73c,test,loo,latent_opt,region,321,3,321,3,0.8473520249221184,0.9906542056074766,0.8473520249221184,0.9906542056074766,0.8382527946671171,0.8382527946671171,0.8462008291801063
run_v73h,test,loo,latent_opt,region,321,3,321,3,0.8535825545171339,0.9875389408099688,0.8535825545171339,0.9875389408099688,0.8386226278995296,0.8386226278995296,0.8525083002285664
run_v72,test,loo,latent_opt,position_10,376,10,376,10,0.4920212765957447,0.8723404255319149,0.4920212765957447,0.8723404255319149,0.4907138940175125,0.4907138940175125,0.4934759639913834
run_v73c,test,loo,latent_opt,position_10,376,10,376,10,0.476063829787234,0.8696808510638298,0.476063829787234,0.8696808510638298,0.4743470939833379,0.4743470939833379,0.4791941611446556
run_v73h,test,loo,latent_opt,position_10,376,10,376,10,0.4787234042553192,0.8909574468085106,0.4787234042553192,0.8909574468085106,0.4720298254122711,0.4720298254122711,0.4789342490162273
run_v72,test,loo,latent_opt,position_20,376,5,376,5,0.7446808510638298,0.9707446808510638,0.7446808510638298,0.9707446808510638,0.7447045707915274,0.7447045707915274,0.7464121381459826
run_v73c,test,loo,latent_opt,position_20,376,5,376,5,0.7473404255319149,0.9680851063829788,0.7473404255319149,0.9680851063829788,0.7468295666211932,0.7468295666211932,0.7490728870813517
run_v73h,test,loo,latent_opt,position_20,376,5,376,5,0.7340425531914894,0.9813829787234044,0.7340425531914894,0.9813829787234044,0.7325385969705248,0.7325385969705248,0.7348799873378971
run_v72,test,loo,latent_opt,life_history,376,5,376,5,0.9867021276595744,1.0,0.9867021276595744,1.0,0.9838342579171484,0.9838342579171484,0.9866907667035671
run_v73c,test,loo,latent_opt,life_history,376,5,376,5,0.9920212765957448,1.0,0.9920212765957448,1.0,0.9899268594039254,0.9899268594039254,0.9920215763557612
run_v73h,test,loo,latent_opt,life_history,376,5,376,5,0.9840425531914894,1.0,0.9840425531914894,1.0,0.979940242710079,0.979940242710079,0.9840822725609342
run_v72,test,species,latent_opt,family,346,35,223,11,0.3323699421965317,0.4104046242774566,0.515695067264574,0.6367713004484304,0.0844309204203608,0.3068115683088945,0.3120434479578686
run_v73c,test,species,latent_opt,family,345,35,223,11,0.3188405797101449,0.408695652173913,0.4932735426008968,0.6322869955156951,0.0739016094595673,0.2705356284412873,0.295472908692777
run_v73h,test,species,latent_opt,family,346,35,223,11,0.3265895953757225,0.3988439306358382,0.5067264573991032,0.6188340807174888,0.0805620067235312,0.2944835758413548,0.2979794964178324
run_v72,test,species,latent_opt,genus,346,66,86,8,0.1156069364161849,0.1676300578034682,0.4651162790697674,0.6744186046511628,0.0353011041765725,0.4214691558441559,0.0949182999534036
run_v73c,test,species,latent_opt,genus,345,66,86,8,0.1130434782608695,0.1652173913043478,0.4534883720930232,0.6627906976744186,0.0330503954189872,0.4082484508955097,0.0871772575250836
run_v73h,test,species,latent_opt,genus,346,66,86,8,0.1156069364161849,0.1618497109826589,0.4651162790697674,0.6511627906976745,0.0329039319764421,0.4043560606060606,0.086830722808539
run_v72,test,species,latent_opt,species,346,78,0,0,0.0,0.0,,,0.0,,0.0
run_v73c,test,species,latent_opt,species,345,78,0,0,0.0,0.0,,,0.0,,0.0
run_v73h,test,species,latent_opt,species,346,78,0,0,0.0,0.0,,,0.0,,0.0
run_v72,test,species,latent_opt,region,322,3,322,3,0.6925465838509317,0.9192546583850932,0.6925465838509317,0.9192546583850932,0.6746579700196852,0.6746579700196852,0.6904518466567917
run_v73c,test,species,latent_opt,region,321,3,321,3,0.6791277258566978,0.9283489096573208,0.6791277258566978,0.9283489096573208,0.6620810393122767,0.6620810393122767,0.6796553845515003
run_v73h,test,species,latent_opt,region,321,3,321,3,0.6915887850467289,0.9221183800623052,0.6915887850467289,0.9221183800623052,0.6809016393442624,0.6809016393442624,0.6910579132832848
run_v72,test,species,latent_opt,position_10,371,10,371,10,0.3423180592991914,0.7008086253369272,0.3423180592991914,0.7008086253369272,0.3330815124600078,0.3330815124600078,0.3394024661572241
run_v73c,test,species,latent_opt,position_10,370,10,370,10,0.3405405405405405,0.6864864864864865,0.3405405405405405,0.6864864864864865,0.3285416817480496,0.3285416817480496,0.3364590184590419
run_v73h,test,species,latent_opt,position_10,371,10,371,10,0.3477088948787062,0.706199460916442,0.3477088948787062,0.706199460916442,0.3387572367366299,0.3387572367366299,0.3448333684942519
run_v72,test,species,latent_opt,position_20,371,5,371,5,0.5390835579514824,0.8517520215633423,0.5390835579514824,0.8517520215633423,0.5374661840826196,0.5374661840826196,0.5408774475250466
run_v73c,test,species,latent_opt,position_20,370,5,370,5,0.5405405405405406,0.8405405405405405,0.5405405405405406,0.8405405405405405,0.5384523385497749,0.5384523385497749,0.5411249521160683
run_v73h,test,species,latent_opt,position_20,371,5,371,5,0.5336927223719676,0.8436657681940701,0.5336927223719676,0.8436657681940701,0.530623163370864,0.530623163370864,0.5347053650692063
run_v72,test,species,latent_opt,life_history,371,5,371,5,0.5094339622641509,0.7008086253369272,0.5094339622641509,0.7008086253369272,0.461608112748839,0.461608112748839,0.5175796966572075
run_v73c,test,species,latent_opt,life_history,370,5,370,5,0.4945945945945946,0.7027027027027027,0.4945945945945946,0.7027027027027027,0.4411967039102717,0.4411967039102717,0.5040014380717899
run_v73h,test,species,latent_opt,life_history,371,5,371,5,0.4932614555256064,0.6846361185983828,0.4932614555256064,0.6846361185983828,0.4452170395331536,0.4452170395331536,0.5035010325087586
run_v72,test,specimen,latent_opt,family,346,35,223,11,0.3410404624277456,0.4161849710982659,0.5291479820627802,0.6457399103139013,0.085065785511529,0.3089474566254752,0.3171953445093312
run_v73c,test,specimen,latent_opt,family,345,35,223,11,0.3275362318840579,0.408695652173913,0.5067264573991032,0.6322869955156951,0.0744045821571775,0.2721890675947265,0.300320399184238
run_v73h,test,specimen,latent_opt,family,346,35,223,11,0.3352601156069364,0.4017341040462427,0.5201793721973094,0.6233183856502242,0.0811890056526717,0.2966063612851035,0.3030821629296856
run_v72,test,specimen,latent_opt,genus,346,66,99,9,0.1445086705202312,0.2052023121387283,0.5050505050505051,0.7171717171717171,0.0466013617214136,0.4627111450640862,0.1232478448361836
run_v73c,test,specimen,latent_opt,genus,345,66,99,9,0.1420289855072463,0.2028985507246377,0.494949494949495,0.7070707070707071,0.0442137483733849,0.4510501843835177,0.115257572272065
run_v73h,test,specimen,latent_opt,genus,346,66,99,9,0.1445086705202312,0.1994219653179191,0.5050505050505051,0.696969696969697,0.0433811027727071,0.4483164983164983,0.1132409281105123
run_v72,test,specimen,latent_opt,species,346,78,13,1,0.0289017341040462,0.0375722543352601,0.7692307692307693,1.0,0.0089285714285714,0.8695652173913043,0.0268373245251858
run_v73c,test,specimen,latent_opt,species,345,78,13,1,0.0289855072463768,0.0376811594202898,0.7692307692307693,1.0,0.0089285714285714,0.8695652173913043,0.0269151138716356
run_v73h,test,specimen,latent_opt,species,346,78,13,1,0.0289017341040462,0.0375722543352601,0.7692307692307693,1.0,0.0086206896551724,0.8695652173913043,0.0259118995415587
run_v72,test,specimen,latent_opt,region,322,3,322,3,0.6894409937888198,0.9192546583850932,0.6894409937888198,0.9192546583850932,0.6689762833784573,0.6689762833784573,0.6857650501672241
run_v73c,test,specimen,latent_opt,region,320,3,320,3,0.671875,0.93125,0.671875,0.93125,0.6574451158747322,0.6574451158747322,0.6713169200432543
run_v73h,test,specimen,latent_opt,region,320,3,320,3,0.678125,0.925,0.678125,0.925,0.6634715614172635,0.6634715614172635,0.6753284964403687
run_v72,test,specimen,latent_opt,position_10,371,10,371,10,0.3234501347708894,0.6900269541778976,0.3234501347708894,0.6900269541778976,0.3125207876354695,0.3125207876354695,0.3174330987749644
run_v73c,test,specimen,latent_opt,position_10,370,10,370,10,0.3216216216216216,0.6756756756756757,0.3216216216216216,0.6756756756756757,0.308319097528445,0.308319097528445,0.3147194291873531
run_v73h,test,specimen,latent_opt,position_10,371,10,371,10,0.3315363881401617,0.7008086253369272,0.3315363881401617,0.7008086253369272,0.3192982921095407,0.3192982921095407,0.3252202889997416
run_v72,test,specimen,latent_opt,position_20,371,5,371,5,0.5283018867924528,0.8490566037735849,0.5283018867924528,0.8490566037735849,0.5261766390235586,0.5261766390235586,0.5290879512365623
run_v73c,test,specimen,latent_opt,position_20,370,5,370,5,0.527027027027027,0.8297297297297297,0.527027027027027,0.8297297297297297,0.5235564883875818,0.5235564883875818,0.5259550272551519
run_v73h,test,specimen,latent_opt,position_20,371,5,371,5,0.5148247978436657,0.8409703504043127,0.5148247978436657,0.8409703504043127,0.5095971995774726,0.5095971995774726,0.5133576101947853
run_v72,test,specimen,latent_opt,life_history,371,5,371,5,0.4878706199460916,0.6900269541778976,0.4878706199460916,0.6900269541778976,0.4466572812646689,0.4466572812646689,0.4957682004364576
run_v73c,test,specimen,latent_opt,life_history,370,5,370,5,0.4729729729729729,0.6945945945945946,0.4729729729729729,0.6945945945945946,0.4255281645873313,0.4255281645873313,0.4819204246158103
run_v73h,test,specimen,latent_opt,life_history,371,5,371,5,0.477088948787062,0.6711590296495957,0.477088948787062,0.6711590296495957,0.4337467102789684,0.4337467102789684,0.4869924101056176