"model","n","n_positive","n_negative","positive_rate","accuracy","balanced_accuracy","precision","recall","specificity","f1","roc_auc","average_precision","tp","tn","fp","fn","brier_score","log_loss","probability_clipped_n","predicted_positive_n","predicted_positive_rate","false_negative_rate","false_positive_rate","negative_predictive_value","false_discovery_rate","false_omission_rate","errors","error_rate","errors_per_1000","fn_per_1000","fp_per_1000","accuracy_gain_pp","balanced_accuracy_gain_pp","error_reduction_pct","average_precision_lift","brier_skill_vs_baseline","mcc"
"majority",16255,3840,12415,"0.23623500461396493","0.76376499538603504","0.5",,"0","1","0","0.5","0.23623500461396493",0,12415,0,3840,"0.18045002997611514","0.54676152296453873",0,0,"0","1","0","0.76376499538603504",,"0.23623500461396493",3840,"0.23623500461396493","236.23500461396495","236.23500461396495","0","0","0","0","1","0",
"logistic",16255,3840,12415,"0.23623500461396493","0.84663180559827744","0.75786053497113715","0.7117258723671801","0.58958333333333335","0.92613773660894083","0.64492237572995303","0.89799202283863611","0.7354191278322969",2264,11498,917,1576,"0.10604569039056148","0.33069878143570441",0,3181,"0.19569363272839127","0.41041666666666665","0.073862263391059196","0.87945540767936359","0.28827412763281984","0.12054459232063637",2493,"0.15336819440172256","153.36819440172255","96.954783143648115","56.41341125807444","8.2866810212242399","25.786053497113713","35.078125","3.1130827924255171","0.4123265570828778","0.55216360100557771"
"tree",16255,3840,12415,"0.23623500461396493","0.86416487234697015","0.77923137753389726","0.76187419768934528","0.61822916666666672","0.9402335884011277","0.68257619321449103","0.89097069447241239","0.76146328677706399",2374,11673,742,1466,"0.099516193435666159","0.32974070904876296",127,3116,"0.1916948631190403","0.38177083333333334","0.059766411598872332","0.88842377654311588","0.23812580231065469","0.11157622345688409",2208,"0.13583512765302982","135.83512765302982","90.187634573977235","45.647493079052602","10.039987696093512","27.923137753389724","42.5","3.2233296162919727","0.44851107285026004","0.6026335522561499"
"forest",16255,3840,12415,"0.23623500461396493","0.86035066133497384","0.77880289090817567","0.74348635235732008","0.62421875000000004","0.93338703181635119","0.67865232163080402","0.90898659845281249","0.79331839634587686",2397,11588,827,1443,"0.097073752316894538","0.31371250162591363",2156,3224,"0.19833897262380806","0.37578125000000001","0.066612968183648813","0.88926406261990643","0.25651364764267992","0.11073593738009363",2270,"0.13964933866502616","139.64933866502616","88.772685327591503","50.876653337434632","9.6585665948938804","27.880289090817566","40.885416666666671","3.3581746178651635","0.46204634973048508","0.59399098464370403"
"svm",16255,3840,12415,"0.23623500461396493","0.84804675484466319","0.7594163751006846","0.71595208070617911","0.59140625000000002","0.9274265002013693","0.6477467199087279","0.89680302095918918","0.73571004983528687",2271,11514,901,1569,,,,3172,"0.1951399569363273","0.40859374999999998","0.072573499798630689","0.88007337766567306","0.28404791929382095","0.11992662233432699",2470,"0.15195324515533681","151.95324515533682","96.524146416487241","55.429098738849582","8.4281759458628152","25.94163751006846","35.677083333333329","3.1143142864772364",,"0.55609129444462613"