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. 2023;24(3):1081–1088. doi: 10.31557/APJCP.2023.24.3.1081

Table 3.

The Comparative Classification Performance of Two Approach (Original Dataset and Augmentation Dataset) Using AI Models

Class Original dataset Augmentation dataset
Precision Recall Accuracy Precision Recall Accuracy
Benign 0.89 0.85 0.89 0.94 0.88 0.93
Malignant 0.95 0.86 0.87 1 0.89 0.89
All classes 0.92 0.84 0.88 0.97 0.89 0.95