Optimal Modeling of Anti-Breast Cancer Candidate Drugs Based on Graph Model Feature Selection

Table 7

Accuracy comparison of ADMET property classification prediction model in two classification algorithms.

	Accuracy		Recall		Precision		F1-score
	PCA-SVM	MST-SVM	PCA-SVM	MST-SVM	PCA-SVM	MST-SVM	PCA-SVM	MST-SVM
Caco-2	0.8633	0.8127	0.9136	0.8580	0.7878	0.7916	0.8643	0.8141
CYP3A4	0.8785	0.8734	0.9000	0.9379	0.9321	0.8947	0.8802	0.8704
hERG	0.8228	0.8025	0.8430	0.7713	0.8430	0.8643	0.8228	0.8034
HOB	0.7342	0.7392	0.0000	0.7381	0.0000	0.6667	0.6212	0.6420
MN	0.7722	0.7443	0.9966	1.0000	0.7670	0.7443	0.6990	0.6352