Prediction of antimicrobial peptides toxicity based on their physico-chemical properties using machine learning techniques

Table 1 Comparison of area under curves of different algorithms before feature selection

Algorithm	AUC before feature selection
Random Forest	0.8835
SVC (RBF)	0.8862
SVC (Polynomial)	0.8752
Naïve Bayes	0.7165
Linear SVC	0.8575
KNN	0.8452

ISSN: 1471-2105