Predicting a small molecule-kinase interaction map: A machine learning approach

Table 5 Comparison of prediction accuracies for single feature groups

Comparison of prediction accuracies for single feature groups on the test set
FS	PT	MS	CF	GF	KNN	FTs	P	STTK	PC	PRO	Apri	glAli	locAli	PSF	absPSF
C5	73.6	75.6	79.3	79.3	79.3	79.3	79.3	73.6	73.6	73.6	73.6	74.0	74.0	73.3	73.3
SVM	73.6	75.6	79.3	73.6	76.8	79.3	79.3	73.6	73.5	73.1	73.1	72.7	73.6	72.3	72.3

Comparison of prediction accuracies of C5 without global pruning and SVMs with the quadratic kernel for single feature groups on the test set. For a description of the abbreviations of the feature sets see Table 4.

ISSN: 1758-2946