Image Analysis for MRI Based Brain Tumor Detection and Feature Extraction Using Biologically Inspired BWT and SVM

Table 6

Classification accuracies based on feature extraction.

Classifiers	Accuracy (%) without feature extraction	Accuracy (%) with feature extraction
ANFIS	86.14	90.04
Back Propagation	80.29	85.57
SVM (proposed classifier)	90.54	96.51
-NN	84.55	87.06