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The correct classification percentages for data set 2 using the proposed method with feature e1, different wavelet bases, and different k values in k-NN classifier.
| Wavelet Bases | Features | k | |||||
|---|---|---|---|---|---|---|---|
| 1 | 3 | 5 | 1 | 3 | 5 | ||
| Before Weight | After Weight | ||||||
| db4 | e1 | 93.4 | 91.9 | 91.0 | 95.3 | 93.8 | 92.9 |
| db6 | e1 | 94.0 | 92.4 | 91.3 | 96.0 | 94.0 | 93.1 |
| db8 | e1 | 93.5 | 92.2 | 91.5 | 95.2 | 93.8 | 93.0 |
| db12 | e1 | 93.4 | 91.9 | 90.7 | 94.8 | 93.5 | 92.5 |
