Table 15 228 misclassified samples with minor prediction probability errors. Class 0 represents non-invasive ductal carcinoma, and Class 1 represents invasive ductal carcinoma. The table details the true labels, predicted labels, and the probabilities associated with each class, indicating a narrow discrepancy (1–5%) between the predicted and actual class labels.
Row_Num | True_Label | Predicted_Label | Probability_Class_0 | Probability_Class_1 |
|---|---|---|---|---|
4 | 1 | 0 | 0.548590 | 0.451410 |
12 | 0 | 1 | 0.459256 | 0.540744 |
21 | 0 | 1 | 0.452394 | 0.547606 |
24 | 0 | 1 | 0.474211 | 0.525789 |
59 | 0 | 1 | 0.490471 | 0.509529 |
... | ... | ... | ... | ... |
3382 | 1 | 0 | 0.538043 | 0.461957 |
3383 | 1 | 0 | 0.505659 | 0.494341 |
3385 | 1 | 0 | 0.548999 | 0.451001 |
3393 | 1 | 0 | 0.513401 | 0.486599 |
3401 | 1 | 0 | 0.507133 | 0.492867 |