Predicting drug target interactions using meta-path-based semantic network analysis

BMC Bioinformatics

Table 3 Statistics of binary classification models built upon different feature sets and using different machine learning algorithms

topological feature	Dataset	Random Forest		Support Vector Machine
topological feature	Dataset	mtry	F₁-score	C	λ	F₁-score
Feature set I	Training	12	0.780	8	0.250	0.766
Feature set I	Test	12	0.735	8	0.250	0.719
Feature set II	Training	13	0.844	16	0.062	0.810
Feature set II	Test	13	0.790	16	0.062	0.763
Feature set *III*	Training	13	0.859	16	0.016	0.843
Feature set *III*	Test	13	0.810	16	0.016	0.798

ISSN: 1471-2105