student-performance / catboost_info /catboost_training.json
singhjagpreet's picture
hyperparameter tunning
47ff4e9
raw
history blame
10.2 kB
{
"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":[14.00604436],"iteration":0,"passed_time":0.0002028695953,"remaining_time":0.02008408994},
{"learn":[13.12698134],"iteration":1,"passed_time":0.0003596987506,"remaining_time":0.01762523878},
{"learn":[12.37186208],"iteration":2,"passed_time":0.0005119863601,"remaining_time":0.01655422564},
{"learn":[11.665363],"iteration":3,"passed_time":0.0007538132509,"remaining_time":0.01809151802},
{"learn":[11.05444387],"iteration":4,"passed_time":0.00100297328,"remaining_time":0.01905649231},
{"learn":[10.45095647],"iteration":5,"passed_time":0.00120955111,"remaining_time":0.01894963405},
{"learn":[9.915582367],"iteration":6,"passed_time":0.001368546874,"remaining_time":0.01818212275},
{"learn":[9.482436681],"iteration":7,"passed_time":0.001527750966,"remaining_time":0.01756913611},
{"learn":[9.090892244],"iteration":8,"passed_time":0.001741203612,"remaining_time":0.01760550319},
{"learn":[8.69298109],"iteration":9,"passed_time":0.001935781762,"remaining_time":0.01742203586},
{"learn":[8.352355202],"iteration":10,"passed_time":0.002154692597,"remaining_time":0.01743342192},
{"learn":[8.003478295],"iteration":11,"passed_time":0.002331562885,"remaining_time":0.01709812782},
{"learn":[7.715093865],"iteration":12,"passed_time":0.00252393276,"remaining_time":0.01689093462},
{"learn":[7.450065772],"iteration":13,"passed_time":0.002729843941,"remaining_time":0.01676904135},
{"learn":[7.245233637],"iteration":14,"passed_time":0.00291954722,"remaining_time":0.01654410091},
{"learn":[7.021163498],"iteration":15,"passed_time":0.003110167142,"remaining_time":0.01632837749},
{"learn":[6.837450967],"iteration":16,"passed_time":0.003276454378,"remaining_time":0.01599680667},
{"learn":[6.650674807],"iteration":17,"passed_time":0.003441866638,"remaining_time":0.01567961469},
{"learn":[6.50886205],"iteration":18,"passed_time":0.003620611876,"remaining_time":0.0154352401},
{"learn":[6.384306751],"iteration":19,"passed_time":0.003782774223,"remaining_time":0.01513109689},
{"learn":[6.257546477],"iteration":20,"passed_time":0.003950478088,"remaining_time":0.01486132233},
{"learn":[6.157585537],"iteration":21,"passed_time":0.004118265285,"remaining_time":0.01460112237},
{"learn":[6.051733046],"iteration":22,"passed_time":0.004294093934,"remaining_time":0.01437587969},
{"learn":[5.965692608],"iteration":23,"passed_time":0.004474714122,"remaining_time":0.01416992805},
{"learn":[5.896777013],"iteration":24,"passed_time":0.004636501479,"remaining_time":0.01390950444},
{"learn":[5.840547761],"iteration":25,"passed_time":0.004743373631,"remaining_time":0.0135003711},
{"learn":[5.786362809],"iteration":26,"passed_time":0.0049147024,"remaining_time":0.01328789908},
{"learn":[5.73650182],"iteration":27,"passed_time":0.005080406319,"remaining_time":0.01306390196},
{"learn":[5.681991275],"iteration":28,"passed_time":0.005259859872,"remaining_time":0.01287758796},
{"learn":[5.648424119],"iteration":29,"passed_time":0.005434396888,"remaining_time":0.01268025941},
{"learn":[5.589414397],"iteration":30,"passed_time":0.005605267336,"remaining_time":0.0124762402},
{"learn":[5.537117648],"iteration":31,"passed_time":0.005758471588,"remaining_time":0.01223675212},
{"learn":[5.498571395],"iteration":32,"passed_time":0.005936008525,"remaining_time":0.0120518961},
{"learn":[5.459070646],"iteration":33,"passed_time":0.006104670698,"remaining_time":0.01185024312},
{"learn":[5.431116716],"iteration":34,"passed_time":0.006273916189,"remaining_time":0.01165155864},
{"learn":[5.399485836],"iteration":35,"passed_time":0.006437703493,"remaining_time":0.01144480621},
{"learn":[5.362093839],"iteration":36,"passed_time":0.006613573807,"remaining_time":0.01126095},
{"learn":[5.333990985],"iteration":37,"passed_time":0.00677473618,"remaining_time":0.01105351693},
{"learn":[5.300876404],"iteration":38,"passed_time":0.006999771852,"remaining_time":0.0109483611},
{"learn":[5.270036214],"iteration":39,"passed_time":0.007192225058,"remaining_time":0.01078833759},
{"learn":[5.248647238],"iteration":40,"passed_time":0.007383053307,"remaining_time":0.01062439378},
{"learn":[5.22820615],"iteration":41,"passed_time":0.007553798759,"remaining_time":0.01043143638},
{"learn":[5.210448476],"iteration":42,"passed_time":0.007743960359,"remaining_time":0.01026524978},
{"learn":[5.193989917],"iteration":43,"passed_time":0.00792812212,"remaining_time":0.01009033724},
{"learn":[5.176791737],"iteration":44,"passed_time":0.008099950875,"remaining_time":0.009899939959},
{"learn":[5.152880939],"iteration":45,"passed_time":0.008342611077,"remaining_time":0.00979349996},
{"learn":[5.140671238],"iteration":46,"passed_time":0.008525564536,"remaining_time":0.009613934477},
{"learn":[5.126465369],"iteration":47,"passed_time":0.008697726616,"remaining_time":0.009422537168},
{"learn":[5.10911134],"iteration":48,"passed_time":0.008885721608,"remaining_time":0.009248404123},
{"learn":[5.088353714],"iteration":49,"passed_time":0.00906105027,"remaining_time":0.00906105027},
{"learn":[5.074056238],"iteration":50,"passed_time":0.009246753656,"remaining_time":0.008884135866},
{"learn":[5.062702142],"iteration":51,"passed_time":0.009425457229,"remaining_time":0.008700422057},
{"learn":[5.053127017],"iteration":52,"passed_time":0.009625535232,"remaining_time":0.008535851998},
{"learn":[5.039419419],"iteration":53,"passed_time":0.009795489037,"remaining_time":0.008344305476},
{"learn":[5.030316216],"iteration":54,"passed_time":0.009983984016,"remaining_time":0.008168714195},
{"learn":[5.017565811],"iteration":55,"passed_time":0.01016239593,"remaining_time":0.007984739659},
{"learn":[5.007781319],"iteration":56,"passed_time":0.01032372496,"remaining_time":0.007788073219},
{"learn":[4.990798087],"iteration":57,"passed_time":0.01050492847,"remaining_time":0.007607017168},
{"learn":[4.981864012],"iteration":58,"passed_time":0.01068892357,"remaining_time":0.007427896039},
{"learn":[4.976315113],"iteration":59,"passed_time":0.0108680438,"remaining_time":0.007245362531},
{"learn":[4.971564958],"iteration":60,"passed_time":0.01104099752,"remaining_time":0.007058998416},
{"learn":[4.95372513],"iteration":61,"passed_time":0.01121495122,"remaining_time":0.006873679781},
{"learn":[4.945549188],"iteration":62,"passed_time":0.01138473836,"remaining_time":0.006686274913},
{"learn":[4.942963326],"iteration":63,"passed_time":0.01149427711,"remaining_time":0.006465530876},
{"learn":[4.927468079],"iteration":64,"passed_time":0.01168652199,"remaining_time":0.006292742611},
{"learn":[4.908092459],"iteration":65,"passed_time":0.01186835048,"remaining_time":0.006113998733},
{"learn":[4.896406235],"iteration":66,"passed_time":0.01207234505,"remaining_time":0.005946080396},
{"learn":[4.888847345],"iteration":67,"passed_time":0.01224217386,"remaining_time":0.005761022991},
{"learn":[4.875550319],"iteration":68,"passed_time":0.01242541897,"remaining_time":0.005582434611},
{"learn":[4.864397465],"iteration":69,"passed_time":0.01261666388,"remaining_time":0.005407141662},
{"learn":[4.85373976],"iteration":70,"passed_time":0.01281595024,"remaining_time":0.005234683899},
{"learn":[4.841999397],"iteration":71,"passed_time":0.01296802952,"remaining_time":0.00504312259},
{"learn":[4.833691207],"iteration":72,"passed_time":0.01315110797,"remaining_time":0.004864108429},
{"learn":[4.828250069],"iteration":73,"passed_time":0.01332302006,"remaining_time":0.004681061102},
{"learn":[4.820643993],"iteration":74,"passed_time":0.0134977654,"remaining_time":0.004499255135},
{"learn":[4.803197127],"iteration":75,"passed_time":0.01366263601,"remaining_time":0.004314516636},
{"learn":[4.794640663],"iteration":76,"passed_time":0.01382729829,"remaining_time":0.004130231957},
{"learn":[4.784619761],"iteration":77,"passed_time":0.01399279388,"remaining_time":0.003946685454},
{"learn":[4.773434388],"iteration":78,"passed_time":0.01416595594,"remaining_time":0.003765633857},
{"learn":[4.765035668],"iteration":79,"passed_time":0.01432811828,"remaining_time":0.003582029571},
{"learn":[4.757496576],"iteration":80,"passed_time":0.01449436385,"remaining_time":0.003399912509},
{"learn":[4.75057963],"iteration":81,"passed_time":0.01466531763,"remaining_time":0.003219216066},
{"learn":[4.743949895],"iteration":82,"passed_time":0.01483214652,"remaining_time":0.003037909529},
{"learn":[4.73274802],"iteration":83,"passed_time":0.01499405888,"remaining_time":0.002856011214},
{"learn":[4.730664054],"iteration":84,"passed_time":0.01517147082,"remaining_time":0.002677318379},
{"learn":[4.725370322],"iteration":85,"passed_time":0.01535554924,"remaining_time":0.002499740575},
{"learn":[4.715790252],"iteration":86,"passed_time":0.01552962794,"remaining_time":0.002320519118},
{"learn":[4.711837163],"iteration":87,"passed_time":0.01569233194,"remaining_time":0.002139863446},
{"learn":[4.69682414],"iteration":88,"passed_time":0.01586420236,"remaining_time":0.001960744112},
{"learn":[4.690188634],"iteration":89,"passed_time":0.01605069739,"remaining_time":0.001783410821},
{"learn":[4.676238219],"iteration":90,"passed_time":0.01627406644,"remaining_time":0.001609523055},
{"learn":[4.669275258],"iteration":91,"passed_time":0.01645760322,"remaining_time":0.001431095932},
{"learn":[4.665157052],"iteration":92,"passed_time":0.01665113973,"remaining_time":0.001253311592},
{"learn":[4.656406023],"iteration":93,"passed_time":0.01682063521,"remaining_time":0.001073657567},
{"learn":[4.644990816],"iteration":94,"passed_time":0.01700079708,"remaining_time":0.0008947787937},
{"learn":[4.642251832],"iteration":95,"passed_time":0.0172015834,"remaining_time":0.0007167326416},
{"learn":[4.635783448],"iteration":96,"passed_time":0.01739499491,"remaining_time":0.0005379895334},
{"learn":[4.625846219],"iteration":97,"passed_time":0.01756599036,"remaining_time":0.0003584895991},
{"learn":[4.617010653],"iteration":98,"passed_time":0.01773761078,"remaining_time":0.0001791677857},
{"learn":[4.607315629],"iteration":99,"passed_time":0.01792293918,"remaining_time":0}
]}