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