Research Article
SVM-RFE Based Feature Selection and Taguchi Parameters Optimization for Multiclass SVM Classifier
Table 4
Classification accuracy comparison.
| | Dermatology database | Zoo database | | | | | | 1 | 3 | 10 | 12 | 0.1 | 5 | 10 | 12 |
| | 1 | 52.57% | 95.18% | 94.08% | 94.22% | 1 | 71.18% | 78.09% | 62.36% | 40.64% | | 10 | 52.57% | 96.04% | 97.94% | 97.93% | 10 | 71.18% | 96.00% | 91.00% | 85.09% | | 50 | 52.57% | 96.31% | 96.86% | 96.58% | 50 | 71.18% | 96.09% | 96.00% | 96.00% | | 100 | 52.57% | 96.31% | 96.32% | 96.03% | 100 | 71.18% | 96.09% | 96.09% | 96.00% |
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