Table 2.

The comparison of results from LR with different set of parameters.

LR	TP	TN	FP	FN	Accuracy	Precision	Recall	AUC of PR	AUC of ROC
Penalty = l1, C = 1	39	9	7	4	0.814	0.848	0.907	0.82	0.75
Penalty = l1, C = 5	39	10	6	4	0.831	0.867	0.907	0.88	0.84
Penalty = l1, C = 10	38	12	4	5	0.847	0.905	0.884	0.91	0.86
Penalty = l2, C = 5	38	7	9	5	0.763	0.809	0.884	0.82	0.75
Penalty = l2, C = 10	38	7	9	5	0.763	0.809	0.884	0.82	0.75