TABLE 2B.
Classification precision and recall for the test sets per trial, for all three data augmentation strategies.
| (precision/recall) |
||||||||
| Random data augmentation Set | T | Trial 1 | Trial 2 | Trial 3 | Trial 4 | Trial 5 | Trial 6 | Mean (S.D.) |
| crop | {T1} ∈ T | 45.5%/55.6% | 42.9%/66.7% | 64.3%/100% | 50.0%/100% | 56.3%/100% | 44.4%/88.9% | 50.6% (8%)/85.2% (19%) |
| crop, flip | {T1, T2} ∈ T | 36.4%/44.4% | 50.0%/66.7% | 52.9%/100% | 53.3%/88.9% | 52.9%/100% | 50.0%/100% | 49.3% (6%)/83.3% (23%) |
| crop, flip, and rotation | {T1, T2, T3} ∈ T | 50.0%/66.7% | 38.5%/55.6% | 57.1%/88.9% | 50.0%/100% | 42.9%/66.7% | 52.9%/100% | 48.6% (7%)/79.7% (19%) |
Data are shown as percentage, and each pair of numbers represents the precision and recall values, respectively.