An Accurate Method for Prediction of Protein-Ligand Binding Site on Protein Surface Using SVM and Statistical Depth Function

Table 1

The values of five indices on the training set and test set for well-trained SVM.

Dataset	Accuracy	Precision	Sensitivity	Specificity	MCC
Train set	77.55%	69.38%	56.15%	87.96%	49.68%
Test set (our method)	80.36%	75.88%	53.53%	92.38%	50.85%
Test set (CASTp)	56.49%	20.81%	41.67%	60.21%	2.0%