| model,accuracy,balanced_accuracy,f1_macro,f1_weighted,mcc,cohens_kappa,roc_auc_ovr_macro,pr_auc_macro,log_loss,brier_mean,cv_acc_mean,cv_acc_std |
| dt,0.5653846153846154,0.5305528247040302,0.42512176814311164,0.6131911392079579,0.4163686950542442,0.39414556771923415,0.8389121502581619,0.41026650024973127,1.4360677428248014,0.09461793742996377,0.5611025641025641,0.0060896626175453335 |
| rf,0.631051282051282,0.5529918170442368,0.4698250811384948,0.658818095942172,0.4781309695734549,0.46129472002549554,0.8872341511097573,0.47282751648886706,0.9292366236646535,0.07910127972036991,0.6307884615384616,0.002020766611680417 |
| xgb,0.6222564102564102,0.5600686281034217,0.467785906272955,0.6564427917406872,0.4724404045434837,0.4546072743644275,0.8882820172836509,0.47829310694670285,0.9639378860137059,0.08103100769221783,0.7161410256410257,0.0013817931826930663 |
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