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

Table 1

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

Testing set	Acc. (%)	Sen. (%)	Prec. (%)	MCC (%)	AUC (%)
1	94.68	92.06	97.24	89.91	97.06
2	95.06	92.97	96.93	90.60	97.40
3	95.56	93.49	97.65	91.50	97.95
4	95.59	93.60	97.27	91.55	97.62
5	95.12	92.82	97.37	90.70	97.45
Average	95.20 ± 0.38	92.99 ± 0.62	97.29 ± 0.26	90.85 ± 0.69	97.50 ± 0.33