Research Article

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation

Table 4

Classification result on all 315 PCs using Näive Bayes Classifier using in -fold cross validation based on confusion matrix.

315 PCs Completeness of a class Purity of a class Contamination of a class

Hippocampus 86% 51% 49%
Not-hippocampus 36% 78% 22%
Efficiency 58%