Prediction of Banks Efficiency Using Feature Selection Method: Comparison between Selected Machine Learning Models

Table 7

Results of the testing data set with and without feature selection model.

	R^2	MSE	MAE	MBE	RMSE
SVM	0.974	2.835	1.279	−0.300	1.684
CHAID	0.983	2.635	1.381	0.021	1.623
Linear	0.977	3.370	1.556	−0.755	1.836
NN	0.890	11.831	2.755	−0.781	3.440
FS_ٍSVM	0.963	3.916	1.634	0.325	1.979
FS_CHAID	0.985	2.151	1.274	−0.086	1.467
FS_Linear	0.977	3.370	1.556	−0.755	1.836
FS_NN	0.977	3.843	1.595	0.095	1.960