FWHT-RF: A Novel Computational Approach to Predict Plant Protein-Protein Interactions via an Ensemble Learning Method

Table 3

5-fold cross-validation results obtained on the Arabidopsis dataset using FWHT-RF.

Testing set	Acc. (%)	Sen. (%)	Prec. (%)	MCC (%)	AUC (%)
1	84.00	77.27	89.37	72.88	90.73
2	83.48	75.96	89.71	72.13	90.21
3	84.04	77.77	88.88	72.97	90.91
4	83.48	75.54	90.01	72.09	90.00
5	84.25	78.22	88.46	73.24	90.88
Average	83.85 ± 0.35	76.95 ± 1.16	89.29 ± 0.62	72.66 ± 0.52	90.55 ± 0.41