Table 2.

Supervised machine learning classification algorithm for support profile.

Protein subsets	Total proteins	DEPS	Important proteins
Number of features	9,532 features	338 features	52 features
Classification algorithm	Accuracy	Accuracy	Accuracy
Support vector machine	84.38%	100.00%*	100.00%*
K-nearest neighbors	84.38%	100.00%*	100.00%*
Random forest	84.38%	84.38%	87.50%*
Logistic regression	84.38%	100.00%*	100.00%*
Multinomial naïve Bayes	84.38%	96.88%	100.00%*

*Highest accuracy score.