Table 7 Comparison of the cluster results on protein data set
From: SSAW: A new sequence similarity analysis method based on the stationary discrete wavelet transform
Protein-Data | Model | F-score | Precision | Recall |
|---|---|---|---|---|
HOG100 | SSAW | 0.7651 | 0.7497 | 0.8001 |
HOG100 | WFV | 0.5874 | 0.5687 | 0.6382 |
HOG100 | \(K_{2}^{*}\) | 0.6604 | 0.642 | 0.6798 |
HOG200 | SSAW | 0.7746 | 0.7573 | 0.8103 |
HOG200 | WFV | 0.6410 | 0.6195 | 0.6913 |
HOG200 | \(K_{2}^{*}\) | 0.6435 | 0.5969 | 0.6979 |
HOG300 | SSAW | 0.7246 | 0.7088 | 0.7653 |
HOG300 | WFV | 0.5016 | 0.4826 | 0.5551 |
HOG300 | \(K_{2}^{*}\) | 0.6429 | 0.6111 | 0.6782 |