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Disease detection performance of VGG19 with DF + HCF with different classifiers. Best values are shown in bold.
| Classifier | TP | FN | TN | FP | ACC (%) | PRE (%) | SEN (%) | SPE (%) | NPV (%) | F1S (%) |
|---|---|---|---|---|---|---|---|---|---|---|
| SoftMax | 237 | 13 | 244 | 6 | 96.20 | 97.53 | 94.80 | 97.60 | 94.94 | 96.14 |
| DT | 238 | 12 | 241 | 9 | 95.80 | 96.36 | 95.20 | 96.40 | 95.25 | 95.77 |
| RF | 240 | 10 | 238 | 12 | 95.60 | 95.24 | 96.00 | 95.20 | 95.97 | 95.62 |
| KNN | 241 | 9 | 242 | 8 | 96.60 | 96.79 | 96.40 | 96.80 | 96.41 | 96.59 |
| SVM-RBF | 243 | 7 | 246 | 4 | 97.83 | 98.38 | 97.20 | 98.40 | 97.23 | 97.79 |
