实验编号 | 重缩放(rescale) | 旋转范围(rotation_range) | 宽度偏移(width_shift_range) | 高度偏移(height_shift_range) | 缩放范围(zoom_range) | 训练集 准确率 | 验证集 准确率 |
基线 | 1./255 | 0 | 0 | 0 | 0 | 99.81% | 91.17% |
实验1 | 1./255 | 45 | 0.15 | 0.15 | 0.5 | 99.87% | 92.23% |
实验2 | 1./255 | 0 | 0.15 | 0.15 | 0.5 | 99.75% | 91.52% |
实验3 | 1./255 | 45 | 0 | 0 | 0.5 | 99.75% | 91.87% |
实验4 | 1./255 | 45 | 0.15 | 0.15 | 0 | 99.87% | 91.17% |
实验5 | 1./255 | 45 | 0.15 | 0.15 | 0.5 | 99.82% | 91.17% |