Segmentation and Classification of Encephalon Tumor by Applying Improved Fast and Robust FCM Algorithm with PSO-Based ELM Technique

Table 1

Estimation of various classification accomplishments.

Techniques	Sensitivity	Specificity	PPV	NPV	Accuracy
PSO	0.91	0.84	96.23	93.35	95.61
SCA	0.93	0.86	96.38	93.42	98.01
ASCA	0.94	0.88	96.47	9351	98.32
ELM	0.97	0.91	97.82	94.73	98.88
PSO-based ELM	0.99	1.0	98.35	95.69	99.47