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. 2022 Jan 21;22(3):799. doi: 10.3390/s22030799

Table 1.

Classification accuracy using originally extracted deep features for HAM10000.

Classifiers Performance Measures
Accuracy (%) Precision (%) FDR (%) Time (s)
MC-SVM 84.72 84.02 15.98 456.1129
F-KNN 80.90 80.20 19.80 350.0492
DT 79.63 78.94 21.06 298.1104
Naïve Bayes 81.50 80.76 19.24 496.9860
EBT 82.96 82.16 17.84 404.1542
ELM 84.90 84.10 15.90 214.5536