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. 2023 Jun 5;13(11):1977. doi: 10.3390/diagnostics13111977

Table 5.

Comparative analysis of the proposed ensemble model performance for different sample sizes at 20 epochs.

Sample Size Grade Precision Recall F1-Score AUC Accuracy
1200 Grade 0 0.82 0.88 0.85 0.90 0.85
Grade 1 0.85 0.87 0.86 0.87
Grade 2 0.89 0.80 0.84 0.88
1400 Grade 0 0.97 0.93 0.95 0.96 0.94
Grade 1 0.90 0.95 0.92 0.94
Grade 2 0.97 0.93 0.95 0.96
1600 Grade 0 0.86 0.85 0.86 0.90 0.87
Grade 1 0.85 0.89 0.87 0.89
Grade 2 0.89 0.84 0.87 0.90