Credit-Risk Prediction Model Using Hybrid Deep—Machine-Learning Based Algorithms

Table 2

Numerical input features.

Numerical variables	Mean	Median	SD	Q1	Q2	Q3	Skewness	Kurtosis
Age	40.1967	24	5.9991	36	39	44	0.7178	0.5217
Annual income	4.7499	4.7782	0.3383	4.5017	4.7782	4.9542	−0.1607	−0.5815
Co-applicant income	3.5614	3.3979	0.4048	3.2553	3.3979	4	0.3688	−0.7050
Total income	4.7996	4.8351	0.3060	4.5723	4.8351	4.9845	−0.0883	0.4911

Note. SD, standard deviation , quartile, , quartile, , quartile.