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

Table 2

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

Testing set	Acc. (%)	Sen. (%)	Prec. (%)	MCC (%)	AUC (%)
1	94.90	94.19	95.75	90.31	96.42
2	93.70	92.98	94.44	88.19	96.89
3	94.17	94.45	93.65	89.01	96.80
4	94.27	94.32	94.12	89.20	96.94
5	95.05	94.91	95.21	90.59	97.46
Average	94.42 ± 0.56	94.17 ± 0.72	94.63 ± 0.84	89.46 ± 0.99	96.90 ± 0.37