Table 8 Comparison of the classification results on protein data
From: SSAW: A new sequence similarity analysis method based on the stationary discrete wavelet transform
Data | Model | Accuracy | F-score | Precision | Recall |
|---|---|---|---|---|---|
HOG100 | SSAW | 0.8158 | 0.6274 | 0.6225 | 0.6644 |
HOG100 | WFV | 0.6741 | 0.5092 | 0.5012 | 0.5518 |
HOG100 | \(K_{2}^{*}\) | 0.8329 | 0.6540 | 0.6248 | 0.6861 |
HOG200 | SSAW | 0.8222 | 0.5626 | 0.5441 | 0.6174 |
HOG200 | WFV | 0.7051 | 0.4454 | 0.4359 | 0.4902 |
HOG200 | \(K_{2}^{*}\) | 0.8061 | 0.6279 | 0.5875 | 0.6743 |
HOG300 | SSAW | 0.8690 | 0.7345 | 0.7466 | 0.7642 |
HOG300 | WFV | 0.5685 | 0.3468 | 0.3551 | 0.3774 |
HOG300 | \(K_{2}^{*}\) | 0.8098 | 0.6308 | 0.5983 | 0.6670 |