Research Article

PSBinder: A Web Service for Predicting Polystyrene Surface-Binding Peptides

Table 2

The prediction performances of various machine learning methods.

Machine learning methodsSn (%)Sp (%)Acc (%)MCC

Support vector machine88.4685.5887.020.74
Naive Bayes83.7082.7083.200.66
Logistic Function76.9086.5081.700.64
Random Forest73.1082.7077.900.56
LibD3C78.7273.6875.960.52
Decision Tree J4848.1074.0061.050.23