Automatic Classification of Specific Melanocytic Lesions Using Artificial Intelligence

Figure 12

ROC plots for individual classifiers for a malignant-or-benign classification.

(a) Logit (AUC = 0.9469)

(b) Tree (AUC = 0.9555)

(c) 3NN (AUC = 0.9152)

(d) 5NN (AUC = 0.8746)

(e) 10NN (AUC = 0.7860)

(f) 15NN (AUC = 0.7378)

(g) SVM (AUC = 0.9688)