Table 3.

Evaluation indices of the classification models for full variables.

Model	7-day						14-day
	Sen	Sp	Acc	F-measure	MCC	AUC	Sen	Sp	Acc	F-measure	MCC	AUC
DT	0.2973	0.8291	0.6092	0.3849	0.1468	0.5622	1.0000	0.0000	0.9502	0.9745	0.0000	0.5000
RF	0.4109	0.7374	0.6031	0.4599	0.1560	0.5742	0.9956	0.0229	0.9472	0.9729	0.0553	0.5093
SVM	0.2188	0.9026	0.6213	0.3222	0.1685	0.5607	1.0000	0.0000	0.9502	0.9745	0.0000	0.5000
AdaBoost	0.3564	0.8110	0.6240	0.4381	0.1883	0.5837	1.0000	0.0000	0.9502	0.9745	0.0000	0.5000
DT+AdaBoost	0.3694	0.7793	0.6103	0.4375	0.1600	0.5734	0.9980	0.0076	0.94873	0.9737	0.0257	0.5028
DT+SMOTEENN	0.8689	0.8481	0.8588	0.8631	0.7173	0.8585	0.7248	0.8895	0.8095	0.7871	0.6246	0.8072
RF+SMOTEENN	0.9222	0.8831	0.9032	0.9071	0.8066	0.8975	0.9340	0.9381	0.9361	0.9342	0.8721	0.9353
SVM+SMOTEENN	0.8311	0.6098	0.7232	0.7548	0.4532	0.7205	0.5461	0.8479	0.7013	0.6399	0.4147	0.6970
AdaBoost+SMOTEENN	0.7644	0.7103	0.7380	0.7495	0.4756	0.7374	0.6038	0.6181	0.6112	0.6014	0.2218	0.6110
DT+AdaBoost+SMOTEENN	0.8489	0.8294	0.8394	0.8442	0.6972	0.8392	0.8166	0.9589	0.8897	0.8780	0.7881	0.8877