Table 3.
Results of experiments on dataset 2.
Augmentation | Tumor | Precision | Recall | F1 Score | Specificity | Mean |
---|---|---|---|---|---|---|
Contrast | Tumor | 1 | 0.9983 | 1 | 1 | 0.9983 |
No tumor | 0.9967 | 1 | 0.9983 | 0.9967 | 0.9983 | |
Brightness | Tumor | 0.9993 | 0.9973 | 0.9983 | 0.9993 | 0.9983 |
No tumor | 0.9973 | 0.9993 | 0.9983 | 0.9993 | 0.9983 | |
Baseline | Tumor | 0.9973 | 0.9921 | 0.9947 | 0.9973 | 0.0.9947 |
No tumor | 0.9921 | 0.9973 | 0.9947 | 0.9921 | 0.9947 |