catboost_info/catboost_training.json

{
"meta":{"test_sets":[],"test_metrics":[],"learn_metrics":[{"best_value":"Min","name":"RMSE"}],"launch_mode":"Train","parameters":"","iteration_count":100,"learn_sets":["learn"],"name":"experiment"},
"iterations":[
{"learn":[13.99348315],"iteration":0,"passed_time":0.000946210956,"remaining_time":0.09367488464},
{"learn":[13.08679896],"iteration":1,"passed_time":0.001698156532,"remaining_time":0.08320967005},
{"learn":[12.24911066],"iteration":2,"passed_time":0.002479205347,"remaining_time":0.0801609729},
{"learn":[11.53058054],"iteration":3,"passed_time":0.003496165729,"remaining_time":0.0839079775},
{"learn":[10.84207334],"iteration":4,"passed_time":0.004414454571,"remaining_time":0.08387463685},
{"learn":[10.30180643],"iteration":5,"passed_time":0.005223290426,"remaining_time":0.08183155001},
{"learn":[9.78256195],"iteration":6,"passed_time":0.006122288807,"remaining_time":0.08133897986},
{"learn":[9.383051568],"iteration":7,"passed_time":0.007027443968,"remaining_time":0.08081560563},
{"learn":[8.99755936],"iteration":8,"passed_time":0.007922072285,"remaining_time":0.0801009531},
{"learn":[8.583469865],"iteration":9,"passed_time":0.00875983485,"remaining_time":0.07883851365},
{"learn":[8.227667947],"iteration":10,"passed_time":0.009642668833,"remaining_time":0.07801795692},
{"learn":[7.929112785],"iteration":11,"passed_time":0.01049409743,"remaining_time":0.0769567145},
{"learn":[7.684630471],"iteration":12,"passed_time":0.01129318442,"remaining_time":0.07557746496},
{"learn":[7.424891669],"iteration":13,"passed_time":0.01215531466,"remaining_time":0.07466836151},
{"learn":[7.201854992],"iteration":14,"passed_time":0.01303087638,"remaining_time":0.07384163281},
{"learn":[6.982008334],"iteration":15,"passed_time":0.01383644177,"remaining_time":0.07264131928},
{"learn":[6.825014781],"iteration":16,"passed_time":0.01474457134,"remaining_time":0.07198820122},
{"learn":[6.660105229],"iteration":17,"passed_time":0.01560888316,"remaining_time":0.07110713439},
{"learn":[6.506800805],"iteration":18,"passed_time":0.01638003387,"remaining_time":0.0698306707},
{"learn":[6.376253871],"iteration":19,"passed_time":0.01724454537,"remaining_time":0.06897818146},
{"learn":[6.266699941],"iteration":20,"passed_time":0.018227583,"remaining_time":0.06857043129},
{"learn":[6.183713198],"iteration":21,"passed_time":0.01926551243,"remaining_time":0.06830499862},
{"learn":[6.095001646],"iteration":22,"passed_time":0.02015764066,"remaining_time":0.06748427525},
{"learn":[6.017210026],"iteration":23,"passed_time":0.02091370377,"remaining_time":0.06622672859},
{"learn":[5.926879154],"iteration":24,"passed_time":0.02162990395,"remaining_time":0.06488971185},
{"learn":[5.869115164],"iteration":25,"passed_time":0.0224049017,"remaining_time":0.06376779714},
{"learn":[5.794295297],"iteration":26,"passed_time":0.02315651667,"remaining_time":0.06260835988},
{"learn":[5.736659494],"iteration":27,"passed_time":0.02390002681,"remaining_time":0.0614572118},
{"learn":[5.688737334],"iteration":28,"passed_time":0.02470224435,"remaining_time":0.06047790859},
{"learn":[5.646276694],"iteration":29,"passed_time":0.02543861143,"remaining_time":0.05935676},
{"learn":[5.60024339],"iteration":30,"passed_time":0.02634825031,"remaining_time":0.05864610553},
{"learn":[5.562148648],"iteration":31,"passed_time":0.02699443241,"remaining_time":0.05736316887},
{"learn":[5.518152613],"iteration":32,"passed_time":0.02775273962,"remaining_time":0.05634647135},
{"learn":[5.469872589],"iteration":33,"passed_time":0.02853768557,"remaining_time":0.05539668374},
{"learn":[5.45057841],"iteration":34,"passed_time":0.02929980976,"remaining_time":0.05441393241},
{"learn":[5.428112506],"iteration":35,"passed_time":0.03004180714,"remaining_time":0.05340765713},
{"learn":[5.402930191],"iteration":36,"passed_time":0.03080530384,"remaining_time":0.05245227411},
{"learn":[5.378422269],"iteration":37,"passed_time":0.03173860049,"remaining_time":0.05178403237},
{"learn":[5.357370046],"iteration":38,"passed_time":0.03261843553,"remaining_time":0.05101857866},
{"learn":[5.323772692],"iteration":39,"passed_time":0.03343980604,"remaining_time":0.05015970907},
{"learn":[5.299500716],"iteration":40,"passed_time":0.03425730153,"remaining_time":0.04929709245},
{"learn":[5.281272066],"iteration":41,"passed_time":0.0350776823,"remaining_time":0.04844060889},
{"learn":[5.263540736],"iteration":42,"passed_time":0.0358595426,"remaining_time":0.04753474252},
{"learn":[5.254240202],"iteration":43,"passed_time":0.03634483037,"remaining_time":0.04625705683},
{"learn":[5.239421602],"iteration":44,"passed_time":0.03714187845,"remaining_time":0.04539562922},
{"learn":[5.217876804],"iteration":45,"passed_time":0.03793756404,"remaining_time":0.04453540127},
{"learn":[5.196339687],"iteration":46,"passed_time":0.03868081371,"remaining_time":0.04361878993},
{"learn":[5.173762601],"iteration":47,"passed_time":0.03945099264,"remaining_time":0.04273857536},
{"learn":[5.157351931],"iteration":48,"passed_time":0.04018816118,"remaining_time":0.04182849429},
{"learn":[5.145163366],"iteration":49,"passed_time":0.04097065264,"remaining_time":0.04097065264},
{"learn":[5.132132849],"iteration":50,"passed_time":0.04177825002,"remaining_time":0.04013988727},
{"learn":[5.121703354],"iteration":51,"passed_time":0.04255218582,"remaining_time":0.03927894076},
{"learn":[5.117554392],"iteration":52,"passed_time":0.0431837612,"remaining_time":0.03829503352},
{"learn":[5.110919902],"iteration":53,"passed_time":0.04400343067,"remaining_time":0.0374844039},
{"learn":[5.099775896],"iteration":54,"passed_time":0.04478775548,"remaining_time":0.03664452721},
{"learn":[5.081971316],"iteration":55,"passed_time":0.04558796382,"remaining_time":0.03581911443},
{"learn":[5.063256046],"iteration":56,"passed_time":0.04647535269,"remaining_time":0.03506035378},
{"learn":[5.046093491],"iteration":57,"passed_time":0.04729031009,"remaining_time":0.03424470731},
{"learn":[5.032051633],"iteration":58,"passed_time":0.04805618114,"remaining_time":0.03339497333},
{"learn":[5.018495584],"iteration":59,"passed_time":0.04885509263,"remaining_time":0.03257006175},
{"learn":[5.008909962],"iteration":60,"passed_time":0.04959826215,"remaining_time":0.03171036433},
{"learn":[4.99771367],"iteration":61,"passed_time":0.05035541726,"remaining_time":0.03086299767},
{"learn":[4.989916869],"iteration":62,"passed_time":0.0510954811,"remaining_time":0.03000845715},
{"learn":[4.981820588],"iteration":63,"passed_time":0.05189083608,"remaining_time":0.0291885953},
{"learn":[4.960666189],"iteration":64,"passed_time":0.0526849488,"remaining_time":0.02836881858},
{"learn":[4.94706364],"iteration":65,"passed_time":0.05345436634,"remaining_time":0.02753709781},
{"learn":[4.938906099],"iteration":66,"passed_time":0.05424487245,"remaining_time":0.02671762375},
{"learn":[4.920677053],"iteration":67,"passed_time":0.05499593642,"remaining_time":0.02588044067},
{"learn":[4.903676084],"iteration":68,"passed_time":0.0557280457,"remaining_time":0.02503723793},
{"learn":[4.897635401],"iteration":69,"passed_time":0.0565234608,"remaining_time":0.02422434034},
{"learn":[4.889952833],"iteration":70,"passed_time":0.05724266648,"remaining_time":0.02338080744},
{"learn":[4.882302534],"iteration":71,"passed_time":0.05798331139,"remaining_time":0.02254906554},
{"learn":[4.873750572],"iteration":72,"passed_time":0.05872842446,"remaining_time":0.02172147206},
{"learn":[4.865386403],"iteration":73,"passed_time":0.05949254231,"remaining_time":0.02090278513},
{"learn":[4.857493367],"iteration":74,"passed_time":0.06030046373,"remaining_time":0.02010015458},
{"learn":[4.848032763],"iteration":75,"passed_time":0.0611078908,"remaining_time":0.01929722867},
{"learn":[4.839634573],"iteration":76,"passed_time":0.06185391555,"remaining_time":0.0184758449},
{"learn":[4.826534384],"iteration":77,"passed_time":0.06259816705,"remaining_time":0.01765589327},
{"learn":[4.81907123],"iteration":78,"passed_time":0.06340821892,"remaining_time":0.01685534933},
{"learn":[4.811944485],"iteration":79,"passed_time":0.06416016449,"remaining_time":0.01604004112},
{"learn":[4.807339578],"iteration":80,"passed_time":0.06493231704,"remaining_time":0.01523103733},
{"learn":[4.79836765],"iteration":81,"passed_time":0.06569225724,"remaining_time":0.01442025159},
{"learn":[4.776924133],"iteration":82,"passed_time":0.06648154112,"remaining_time":0.01361670119},
{"learn":[4.768244651],"iteration":83,"passed_time":0.06725207069,"remaining_time":0.01280991823},
{"learn":[4.761240486],"iteration":84,"passed_time":0.06804297754,"remaining_time":0.01200758427},
{"learn":[4.751984925],"iteration":85,"passed_time":0.06879259886,"remaining_time":0.01119879516},
{"learn":[4.733949017],"iteration":86,"passed_time":0.06960450413,"remaining_time":0.01040067303},
{"learn":[4.727594275],"iteration":87,"passed_time":0.07035875392,"remaining_time":0.009594375534},
{"learn":[4.713457982],"iteration":88,"passed_time":0.07110865575,"remaining_time":0.008788710262},
{"learn":[4.706779065],"iteration":89,"passed_time":0.07184739717,"remaining_time":0.00798304413},
{"learn":[4.696353448],"iteration":90,"passed_time":0.07266218771,"remaining_time":0.007186370214},
{"learn":[4.685069481],"iteration":91,"passed_time":0.07340546744,"remaining_time":0.006383084125},
{"learn":[4.679105072],"iteration":92,"passed_time":0.07422149023,"remaining_time":0.005586563781},
{"learn":[4.669998076],"iteration":93,"passed_time":0.07506698695,"remaining_time":0.004791509805},
{"learn":[4.655194439],"iteration":94,"passed_time":0.075862923,"remaining_time":0.003992785421},
{"learn":[4.6402433],"iteration":95,"passed_time":0.07663090791,"remaining_time":0.003192954496},
{"learn":[4.620675835],"iteration":96,"passed_time":0.07743521929,"remaining_time":0.002394903689},
{"learn":[4.617949274],"iteration":97,"passed_time":0.07815445502,"remaining_time":0.001594988878},
{"learn":[4.611545659],"iteration":98,"passed_time":0.07892583615,"remaining_time":0.0007972306682},
{"learn":[4.59686047],"iteration":99,"passed_time":0.07972493799,"remaining_time":0}
]}