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. 2020 Apr 20;8:e8965. doi: 10.7717/peerj.8965

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