PredAmyl-MLP: Prediction of Amyloid Proteins Using Multilayer Perceptron

Table 3

Comparison of multilayer perceptron with other classifiers.

Method	ACC (%)	SE	SP	MCC
Multilayer perceptron	91.59	0.836	0.950	0.798
Random forest	85.00	0.642	0.940	0.629
Naïve Bayes	86.28	0.848	0.869	0.692
Decision tree	79.52	0.618	0.872	0.503
AdaBoostM1	82.81	0.612	0.921	0.574
Logistic	87.93	0.721	0.948	0.705
SGD	89.57	0.776	0.948	0.747
LibSVM	74.95	0.424	0.890	0.357
IBK	79.52	0.376	0.976	0.481
LWL	81.35	0.594	0.908	0.537
Bagging	83.36	0.588	0.940	0.585