Table 5.
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 |