Table 4. The results of CFSP combining with various machine learning methods.
Species | Method | Accuracy | ROC |
---|---|---|---|
Drosophila pseudoobscura | Weighted svm | 93.52% | 0.98 |
Random Forest | 94.24% | 0.97 | |
Neural Network | 92.81% | 0.97 | |
Epstein barr virus | Weighted svm | 92.00% | 0.97 |
Random Forest | 91.00% | 0.99 | |
Neural Network | 89.67% | 0.95 | |
Xenopus tropicalis | Weighted svm | 79.33% | 0.86 |
Random Forest | 80.44% | 0.83 | |
Neural Network | 78.97% | 0.86 |