Table 5 Comparison of the classification results on DNA datasets
From: SSAW: A new sequence similarity analysis method based on the stationary discrete wavelet transform
DNA-Data | Model | Accuracy | F-score | Precision | Recall |
|---|---|---|---|---|---|
HOG100 | SSAW | 0.9576 | 0.9315 | 0.9326 | 0.9305 |
HOG100 | WFV | 0.9574 | 0.9426 | 0.9475 | 0.9447 |
HOG100 | \(K_{2}^{*}\) | 0.9587 | 0.9335 | 0.9472 | 0.9202 |
HOG200 | SSAW | 0.9548 | 0.9256 | 0.9366 | 0.9149 |
HOG200 | WFV | 0.9544 | 0.9355 | 0.9430 | 0.9350 |
HOG200 | \(K_{2}^{*}\) | 0.9439 | 0.9320 | 0.9331 | 0.9309 |
HOG300 | SSAW | 0.9509 | 0.9311 | 0.9354 | 0.9268 |
HOG300 | WFV | 0.9402 | 0.9208 | 0.9286 | 0.9219 |
HOG300 | \(K_{2}^{*}\) | 0.9328 | 0.9255 | 0.9229 | 0.9282 |