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. 2021 Apr 27;7:e493. doi: 10.7717/peerj-cs.493

Table 6. Classification accuracy (%) for individual features using SVM, RF, and QDA classifiers for ICIAR 2018 dataset.

Features SVM RF QDA
Inception-Resnet V2 83.984 81.746 79.833
ResNet -50 76.537 79.345 78.155
GoogleNet 88.935 89.232 86.831
AlexNet 75.927 77.124 79.485
ShuffleNet 80.324 82.542 85.534
HOG 81.143 83.721 84.443
WPD 76.639 77.993 74.235