Pixel-Wise Classification in Hippocampus Histological Images

Table 2

Model performance.

Model	Accuracy	AUC	score	Precision	Recall
MLP	0.940481	0.982761	0.941506	0.925926	0.957620
RBFN	0.931512	0.977904	0.933413	0.908565	0.959658
Random forest	0.937627	0.965623	0.938579	0.924842	0.952730
SVM lineal	0.918875	0.957855	0.920368	0.904088	0.937245
SVM poly feat	0.931512	0.961692	0.932934	0.914319	0.952323
SVM poly kern	0.935997	0.956352	0.937325	0.918623	0.956805
SVM RBF kern	0.939462	0.957067	0.940683	0.922444	0.959658