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

Table 4

Summary of Islamic banks’ efficiency model.

Model	Unstandardized coefficients		Standardized coefficients	t	Sig.	Collinearity statistics
	B	Std. error	Beta			Tolerance	VIF
(Constant)	67.811	3.194		21.232	0.000
	−0.001	0.000	−1.164	−11.564	0.000	0.219	4.565
	−6.960	1.391	−0.258	−5.002	0.000	0.835	1.197
	5.690	1.317	0.481	4.322	0.001	0.179	5.572
	−361.090	133.126	−0.182	−2.712	0.016	0.493	2.029
R^2							0.967
Adjusted R^2							0.958
Sig. F change							0.000

Note: Significant at the level of 1% and significant at the level of 5%.