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Table 16 Confusion matrix for ISBI 2016, ISBI 2017, and Combined images dataset

From: An implementation of normal distribution based segmentation and entropy controlled features selection for skin lesion detection and classification

ISBI 2016  
Classs Classification class TPR (%) FNR (%)
Method Benign Melanoma   
Benign 93% 3% 93% 3%
Melanoma 11% 53% 53% 11%
ISBI 2017  
Class Classification class TPR (%) FNR (%)
  Benign Melanoma   
Benign 91% 9% 91% 9%
Melanoma 14% 86% 86% 14%
Combined  
Class Classification class TPR (%) FNR (%)
  Benign Melanoma   
Benign 97% 3% 97% 3%
Melanoma 11% 89% 89% 11%
  1. Data in bold are significant