Table 6.
Comparison of the proposed algorithm with prior studies
| Study | Technique | # of features | Validation method | Accuracy (%) |
|---|---|---|---|---|
| [11] | Logistic regression | 13 | 10-fold cross-validation | 85 |
| [23] | Logistic regression | 13 | 10-fold cross-validation | 89 |
| [14] | Logistic regression-LASSO | 6 | 10-fold cross-validation | 89 |
| [3] | Voting-naive Bayes logistic regression | 9 | 10-fold cross-validation | 87.41 |
| [2] | Bagging-DT | 20 | 10-fold cross-validation | 61.46–79.54 |
| This study | CR | 14 | 10-fold cross-validation | 84.21 |