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

Table 6

Comparison of accuracy value using various segmentation algorithms.

Sample image	PSO	FPSO-FCM	GCPSO-FCM
IMG_1	89.623	88.896	95.807
IMG_2	83.919	88.004	95.478
IMG_3	81.701	84.648	94.42
IMG_4	83.07	80.356	93.647
IMG_5	80.921	81.405	93.679
IMG_6	81.117	80.337	93.078
IMG_7	81.336	82.202	91.743
IMG_8	82.074	82.202	91.554
IMG_9	82.311	81.674	92.145
IMG_10	81.564	81.598	91.595