Table 10 Classifiers performance with and without feature selection.
From: Divorce prediction using machine learning algorithms in Ha’il region, KSA
Feature selection | Classification | No. of feature | Accuracy (%) | Kappa value |
|---|---|---|---|---|
None | ANN | 54 | 80.00 | 0.0000 |
NB | 85.00 | 0.6154 | ||
RF | 90.00 | 0.7059 | ||
CBFS | ANN | 6 | 80.00 | 0.0000 |
NB | 88.14 | 0.6667 | ||
RF | 91.66 | 0.7475 |
