A Novel Approach for Hybrid Image Segmentation GCPSO: FCM Techniques for MRI Brain Tumour Identification and Classification

Table 8

Performance measures various kernel functions using the SVM classifier.

Kernel	Sensitivity	Specificity	Accuracy
Linear	94.00	73.27	92.34
Polynomial	96.02	85.00	93.51
GRBF	98.83	90.00	95.32
ERBF	97.05	77.77	91.93
ANOVA	98.69	84.21	92.09