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my_preds_maxdepth_min_child_weights_1.csv 3.98 KB
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,mean_fit_time,mean_score_time,mean_test_score,mean_train_score,param_max_depth,param_min_child_weight,params,rank_test_score,split0_test_score,split0_train_score,split1_test_score,split1_train_score,split2_test_score,split2_train_score,split3_test_score,split3_train_score,split4_test_score,split4_train_score,std_fit_time,std_score_time,std_test_score,std_train_score
0,10.188302755355835,0.40476346015930176,-0.594978882322882,-0.5530870737957928,4,1,"{'max_depth': 4, 'min_child_weight': 1}",8,-0.5886672293743416,-0.5553492103216682,-0.5926907938295469,-0.5523466248217938,-0.5969582089924833,-0.5523845879522118,-0.5977087860235923,-0.5528599328668948,-0.5988705761602765,-0.5524950130163954,0.07802412635648667,0.012593226987022903,0.0037838459143466597,0.001145525353129192
1,10.219075679779053,0.41508021354675295,-0.5945474631350862,-0.5550585204796368,4,3,"{'max_depth': 4, 'min_child_weight': 3}",7,-0.5883480077684073,-0.5570790259128241,-0.5913491013608037,-0.5544618252152189,-0.5964722108853533,-0.5546171836782102,-0.5975227681811902,-0.554844200088916,-0.5990465948583789,-0.5542903675030145,0.13321215938304848,0.010473165137233688,0.004036355897939729,0.001026572729209572
2,10.258665513992309,0.404938793182373,-0.5950704229836445,-0.5562996081669827,4,5,"{'max_depth': 4, 'min_child_weight': 5}",9,-0.5884562951078085,-0.5580679181783539,-0.5922144286058024,-0.5558983466773089,-0.5965931890215597,-0.5558229983103806,-0.5988293300722828,-0.5560665751171794,-0.5992601454536333,-0.5556422025516906,0.07786381939431769,0.015535340145653486,0.004145003050624437,0.0008946032170900435
3,13.002835178375244,0.6643073558807373,-0.5892190374314128,-0.47297754472334164,6,1,"{'max_depth': 6, 'min_child_weight': 1}",2,-0.5821614262951779,-0.4732857886142642,-0.5900931536691076,-0.472572112868308,-0.589873291851113,-0.4727252373013908,-0.5905022621703309,-0.47355344886582645,-0.5934663440151955,-0.4727511359669188,0.23846841806052027,0.04826631483145261,0.0037599759569223205,0.0003757591853447188
4,13.284155130386353,0.6623447895050049,-0.5895678256010274,-0.4839205134389288,6,3,"{'max_depth': 6, 'min_child_weight': 3}",3,-0.5832412663026416,-0.485885845152575,-0.5887871129872666,-0.48345407622170383,-0.5893867570835432,-0.48320663944639486,-0.5914882241997639,-0.48284769711630904,-0.5949373993558669,-0.4842083092576611,0.4099681454107355,0.026409290328978586,0.003825796369377705,0.0010792098771649182
5,13.368758964538575,0.667043924331665,-0.5887396953101538,-0.4905269187418605,6,5,"{'max_depth': 6, 'min_child_weight': 5}",1,-0.5825624810681986,-0.4913769608706507,-0.5876694214184145,-0.4899231541045155,-0.5896452111410703,-0.4906855721280755,-0.5903469730013754,-0.4892948715539942,-0.5934758293302866,-0.4913540350520665,0.170160326010685,0.027141512111236596,0.003609289954582457,0.0008141665577413537
6,16.640240001678468,0.8826076984405518,-0.5944674039326773,-0.36204571465124796,8,1,"{'max_depth': 8, 'min_child_weight': 1}",6,-0.5870725188432909,-0.36164820865766933,-0.5897207728033567,-0.3628254523892387,-0.5969372233368123,-0.364314699799823,-0.599641248825272,-0.3593396242394297,-0.5989666232599813,-0.36210058817007895,0.7001588616098666,0.03249599052809151,0.0051054530770761886,0.0016272819042461846
7,16.17025227546692,0.8683268547058105,-0.5907084823771412,-0.39322132698096146,8,3,"{'max_depth': 8, 'min_child_weight': 3}",4,-0.5837425436280247,-0.3920754941874131,-0.5871626233798369,-0.39302943105945437,-0.5935280104774897,-0.39493673690440373,-0.5906385802580364,-0.39210901149931593,-0.5984730139432197,-0.39395596125422006,0.6062226766334913,0.014436234703658827,0.005085853567953943,0.0011017550805020684
8,16.328435230255128,0.919687557220459,-0.5926103086252853,-0.411891704243302,8,5,"{'max_depth': 8, 'min_child_weight': 5}",5,-0.586317385775448,-0.4117984225294586,-0.5921597940995029,-0.4114866660371088,-0.5921884646143233,-0.41368762086293653,-0.5950234955468463,-0.41128829608171413,-0.5973638477886639,-0.4111975157052919,0.5238732858389434,0.025673315413136236,0.0036986129703252104,0.0009213113553048985
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