Table 1. Results for each base classifier on the training set assessed by four metrics.

Classifier	ACC (%)	MCC	SN (%)	SP (%)
Deep Forest	82	0.651	83.25	81.5
SVM	66.91	0.348	78.56	55.27
Random Forest	69.89	0.408	68.75	70.92
GDBT	66.72	0.338	74.16	59.28
Logistic Regression	65.93	0.327	72.41	59.47
KNN	62.14	0.243	64.65	59.64
LightGBM	66.76	0.339	74.19	59.37
XGBoost	65.46	0.311	70.96	59.97