Research Article
Pixel-Wise Classification in Hippocampus Histological Images
Table 1
Model comparison using 7 vs. 14 features.
| Model | Accuracy using 7 features | Accuracy using 14 features | Accuracy difference |
| MLP | 0.917652 | 0.940481 | +0.022829 | RBFN | 0.915206 | 0.931512 | +0.016306 | Random forest | 0.915614 | 0.937627 | +0.022013 | SVM lineal | 0.899715 | 0.918875 | +0.019160 | SVM poly feat | 0.907868 | 0.931512 | +0.023644 | SVM poly kern | 0.912556 | 0.935997 | +0.023441 | SVM RBF kern | 0.917856 | 0.939462 | +0.021606 | Total average accuracy | 0.912352 | 0.933638 | +0.021285 |
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