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. 2022 Jan 6;9(1):5. doi: 10.1186/s40537-021-00557-0

Table 6.

Performances of machine learning algorithms applied to mutual information set

Classifier Accuracy Sensitivity Specifity Loss AUC
Logistic Regression 0.74 0.78 0.67 0.25 0.81
Decision Tree 0.70 0.81 0.51 0.29 0.67
GaussianNB 0.73 0.8 0.62 0.26 0.79
SVM 0.74 0.81 0.62 0.25 0.79
KNN 0.73 0.78 0.64 0.26 0.8