Machine Learning-Based Technique for the Severity Classification of Sublingual Varices according to Traditional Chinese Medicine

Figure 5

The ROC analysis and corresponding AUC for selected MLs with different features. Left: original images; middle: the feature extracted by PCA + SIR; right: the one extracted by CNN. Four ML methods are considered: SVM (Linear), Ridge classifier, KNN, and Random forest.