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. 2021 Jul 10;111:107675. doi: 10.1016/j.asoc.2021.107675

Table 10.

The Friedman test ranking results for the proposed framework and other deep learning algorithms for Kaggle dataset using various performance metrics.

Metric GA DE PSO GSK MobileNet VGGNet19 ResNet50 DenseNet12 DNE-RL
ACC 8 9 7 6 5 4 2 3 1
Precision 8 9 7 6 5 4 2 3 1
Recall 8 9 5 7 6 4 2 3 1
F-measure 8 9 7 6 5 4 2 3 1
AUC 8 9 7 5 4 6 2 3 1

Summation 40 45 33 30 25 22 10 15 5
Average 8 9 6.6 6 5 4.4 2 3 1
Final Ranking 8 9 7 6 5 4 2 3 1