Table 2.
The results of classification on the test sample based on the best three features for each disease
| Class | Metrics | |||
|---|---|---|---|---|
| Precision | Recall | F1-score | Balanced accuracy | |
| Brain cancer | 1 | 1 | 1 | 1 |
| Breast cancer | 0.976 | 1 | 0.988 | 0.997 |
| Esophageal cancer | 1 | 1 | 1 | 1 |
| Healthy | 0.969 | 0.993 | 0.981 | 0.993 |
| Multiple myeloma | 1 | 0.975 | 0.987 | 0.987 |
| Pancreatic cancer | 0.968 | 0.944 | 0.956 | 0.969 |