Electrocardiogram/lgbm_vs_cat_kmeans_smote_k10_results.csv

1	model	stage	accuracy	f1_macro	f2_macro	recall_macro	precision_macro	f1_class0	f1_class1	f2_class0	f2_class1	recall_class0	recall_class1	precision_class0	precision_class1	TP	TN	FP	FN
2	CatBoost_balanced	train	0.9843784049402589	0.8696686267343388	0.8824472728294012	0.8916952848998795	0.8508242781484853	0.9919396338322237	0.7473976196364541	0.9908276010500254	0.7740669446087769	0.9900881006639566	0.7933024691358025	0.9938004847319636	0.7078480715650071	789	26898	140	19
3	CatBoost_balanced	test	0.9802604802604803	0.8348421298822796	0.8461546793313885	0.8541662696976049	0.8176680164072361	0.9898162729658793	0.6798679867986799	0.988757446094471	0.703551912568306	0.9880528191154894	0.7202797202797203	0.991586032814472	0.64375	103	4714	57	40
4	LGBM_KMEANS_SMOTE	train	0.9883286128479746	0.8784419356817057	0.8436008106620193	0.8240767336379762	0.9582821430574249	0.9940169232360254	0.7628669481273861	0.9966698960611392	0.6905317252628993	0.9984466771524954	0.6497067901234568	0.9896275269971563	0.9269367591176938	775	27036	2	33
5	LGBM_KMEANS_SMOTE	test	0.9865689865689866	0.8543196878009516	0.8121616449258658	0.7895809912158687	0.9600745182511498	0.9931221342225928	0.7155172413793104	0.9964866786565728	0.6278366111951589	0.9987424020121568	0.5804195804195804	0.9875647668393782	0.9325842696629213	83	4765	6	60