Table 2 Comparison results of ablation experiments
From: HAHNet: a convolutional neural network for HER2 status classification of breast cancer
Model | Accuracy | Precision | Recall | F-score | MCC | AUC |
|---|---|---|---|---|---|---|
HAHNet | 0.9365 | 0.9367 | 0.9246 | 0.9366 | 0.9041 | 0.99 |
HAHNet_1 | 0.8843 | 0.8923 | 0.8821 | 0.8938 | 0.8522 | 0.92 |
HAHNet_2 | 0.9181 | 0.9201 | 0.9126 | 0.9202 | 0.8896 | 0.96 |
HAHNet_3 | 0.9242 | 0.9281 | 0.9179 | 0.9285 | 0.8962 | 0.97 |