Research Article

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation

Table 3

Classification result on the first 197 PCs using Näive Bayes Classifier using in -fold cross validation based on confusion matrix.

197 PCs Completeness of a class Purity of a class Contamination of a class

Hippocampus 60% 68% 32%
Not-hippocampus 78% 72% 28%
Efficiency 71%