Table 4 Comparison of the clustering results on DNA dataset
From: SSAW: A new sequence similarity analysis method based on the stationary discrete wavelet transform
DNA-Data | Model | F-score | Precision | Recall |
|---|---|---|---|---|
HOG100 | SSAW | 0.6099 | 0.5953 | 0.6648 |
HOG100 | WFV | 0.5724 | 0.5569 | 0.6227 |
HOG100 | \(K_{2}^{*}\) | 0.5551 | 0.5112 | 0.6073 |
HOG200 | SSAW | 0.5982 | 0.5841 | 0.6508 |
HOG200 | WFV | 0.5635 | 0.5610 | 0.6214 |
HOG200 | \(K_{2}^{*}\) | 0.5788 | 0.5364 | 0.6285 |
HOG300 | SSAW | 0.5961 | 0.5869 | 0.6421 |
HOG300 | WFV | 0.5359 | 0.5434 | 0.5800 |
HOG300 | \(K_{2}^{*}\) | 0.5466 | 0.5081 | 0.5915 |