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. 2022 Feb 16;16:695888. doi: 10.3389/fnins.2022.695888

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.