An Evolutionary Approach for the Enhancement of Dermatological Images and Their Classification Using Deep Learning Models

Figure 12

Confusion matrix for GA-enhanced images. The true class type is shown along the Y-axis and the predicted one along the X-axis. The number in a cell (i, j) represents the prediction of the ith disease as the jth disease, taking the topmost left cell as (1, 1). For example, 4 in (4, 5) represents that the disease melanoma is predicted incorrectly as melanocytic nevus in 4 test cases out of 130 total images in the melanoma class.