An Integrative Computational Approach for the Prediction of Human-Plasmodium Protein-Protein Interactions

Table 1

Classifiers evaluated performance and metrics.

Model	Accuracy	Precision	Recall	F1-score	AUC score	FPR
VC	94	94	94	94	98	7
SVM	93	93	93	93	98	10
LR	91	91	91	90	93	16
KNN	88	88	88	88	88	14
Adaboost	85	85	85	85	92	15
RF	82	85	82	81	92	21
GNB	74	75	74	75	81	20
DTree	74	74	74	74	72	22

VC: voting classifier; SVM: support vector machine; LR: logistic regression; KNN: -nearest neighbor; RF: random forest; GNB: Gaussian Naive Bayes; DTree: decision tree.