Research Article
SVM-RFE Based Feature Selection and Taguchi Parameters Optimization for Multiclass SVM Classifier
Table 6
Summary of experiment data of Dermatology database.
| Number | Control factor | Observation | Average | SN | | | | | | | |
| 1 | 1 | 1 | 0.9631 | 0.9701 | 0.9697 | 0.9627 | 0.9614 | 0.9654 | −0.3060 | 2 | 1 | 2 | 0.9686 | 0.9749 | 0.9653 | 0.9621 | 0.9732 | 0.9688 | −0.2755 | 3 | 1 | 3 | 0.9795 | 0.9847 | 0.9848 | 0.9838 | 0.9735 | 0.9813 | −0.1647 | 4 | 2 | 1 | 0.9630 | 0.9615 | 0.9581 | 0.9599 | 0.9668 | 0.9619 | −0.3379 | 5 | 2 | 2 | 0.9687 | 0.9721 | 0.9704 | 0.9707 | 0.9626 | 0.9689 | −0.2746 | 6 | 2 | 3 | 0.9685 | 0.9748 | 0.9744 | 0.9712 | 0.9707 | 0.9719 | −0.2475 | 7 | 3 | 1 | 0.9671 | 0.9689 | 0.9648 | 0.9668 | 0.9645 | 0.9664 | −0.2967 | 8 | 3 | 2 | 0.9741 | 0.9704 | 0.9797 | 0.9799 | 0.9767 | 0.9762 | −0.2098 | 9 | 3 | 3 | 0.9625 | 0.9633 | 0.9642 | 0.9678 | 0.9619 | 0.9639 | −0.3191 |
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