Table 5 Recall obtained by the classifiers for various feature selection methods (In %).

Algorithm	WO	SCA	PSO	JA	HHO	GWO	GA	FPO	FA	DE	CSA	BA	MI
Random forest	86	86	84	89	91	84	89	88	86	85	83	92	94
Logistic regression	84	78	82	86	87	82	85	85	87	84	84	86	88
Decision Tree	79	83	77	89	84	83	85	78	81	77	74	88	85
KNN	74	84	79	80	79	79	82	77	81	79	77	79	79
Adaboost	79	88	76	89	92	85	89	87	86	84	84	91	94
Catboost	87	89	80	91	94	85	90	88	86	88	83	91	96
Lightgbm	86	86	81	91	91	85	86	87	85	84	82	90	94
Xgboost	84	87	84	91	93	85	87	86	86	85	85	90	95
Stacking	84	83	81	87	81	85	86	86	87	85	82	90	93
Hard-voting	88	85	82	91	86	86	85	90	84	80	88	93	95
Soft-voting	87	83	81	90	86	86	85	90	84	80	87	91	94

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