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. 2023 May 31;13:8814. doi: 10.1038/s41598-023-35663-x

Table 3.

The Precision, Recall and F1-score of RMSPRop.

Fashion-MNIST dataset
Class Precision Recall F1-score Support
Class 1 0.74 0.88 0.80 1000
Class 2 0.98 0.97 0.98 1000
Class 3 0.84 0.69 0.76 1000
Class 4 0.86 0.88 0.87 1000
Class 5 0.80 0.72 0.76 1000
Class 6 0.99 0.93 0.95 1000
Class 7 0.58 0.62 0.60 1000
Class 8 0.91 0.96 0.93 1000
Class 9 0.98 0.95 0.96 1000
Class 10 0.94 0.96 0.95 1000
Accuracy 0.86 10,000
Macro avg 0.86 0.86 0.86 10,000
Weighted avg 0.86 0.86 0.86 10,000