Table 7.

The average and standard deviation of the maximum F-measure of different classifiers.

Classifier	Max_F-measure mean	Max_F-measure std	Max of Max_F-measure
LightGBM	0.7145	0.0029	0.7232
RF	0.6932	0.0027	0.6989
ET	0.5718	0.0060	0.5868
GBDT	0.7128	0.0022	0.7194
kNN	0.6677	0.0020	0.6730
XGBoost	0.7034	0.0035	0.7134
NB	0.7017	0.0009	0.7039