Research Article
Comparative Study on Heart Disease Prediction Using Feature Selection Techniques on Classification Algorithms
Table 2
Ranking order of features based on filter-based techniques.
| Rank | ANOVA | Chi-square | Mutual information | Relief |
| 1 | F13 | F8 | F13 | F13 | 2 | F12 | F12 | F12 | F12 | 3 | F10 | F10 | F9 | F9 | 4 | F9 | F13 | F3 | F10 | 5 | F8 | F5 | F10 | F3 | 6 | F3 | F9 | F8 | F10 | 7 | F11 | F1 | F11 | F8 | 8 | F2 | F4 | F5 | F2 | 9 | F1 | F3 | F6 | F1 | 10 | F7 | F7 | F2 | F7 | 11 | F5 | F2 | F1 | F5 | 12 | F4 | F11 | F7 | F4 | 13 | F6 | F6 | F4 | F6 |
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