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Model,Precision,Recall,F1,ROC-AUC,PR-AUC,MCC
XGBoost,0.9047619047619048,0.8028169014084507,0.8507462686567164,0.9734930956478847,0.8166446213743626,0.8520363525246548
Voting_Ensemble,0.8636363636363636,0.8028169014084507,0.8321167883211679,0.9782758876740011,0.8007016666529259,0.8324028465449334
LightGBM_Tuned,0.7073170731707317,0.8169014084507042,0.7581699346405228,0.9318445506403135,0.7958345386495858,0.7597097710457503
XGBoost_Tuned,0.8382352941176471,0.8028169014084507,0.8201438848920863,0.969732961883521,0.7928768240655739,0.8200414728152966
Random_Forest_Tuned,0.873015873015873,0.7746478873239436,0.8208955223880597,0.9675127823995375,0.792582996982383,0.8220851136683807
Random_Forest,0.8333333333333334,0.7746478873239436,0.8029197080291971,0.9525881044125798,0.7710036540286584,0.8031392010154195
MLP,0.691358024691358,0.7887323943661971,0.7368421052631579,0.9433417488550205,0.7522026729444375,0.7379778869263514
Logistic_Regression,0.048761609907120744,0.8873239436619719,0.09244314013206163,0.9614812533646617,0.7349792851869704,0.2041824333634015
Autoencoder,0.0033364661654135337,1.0,0.006650742353988104,0.9603523513515664,0.04417671786135243,0.04087764103711745
LightGBM,0.01589242053789731,0.7323943661971831,0.031109781633263535,0.8282568930813273,0.012085958328260562,0.10058600989674935