An Ensemble of Deep Learning Enabled Brain Stroke Classification Model in Magnetic Resonance Images

Table 4

Comparative analysis of CAD-BSDC technique with existing approaches.

Methods	Sensitivity	Specificity	F-measure	Accuracy
CAD-BSDC	94.49	99.00	96.64	98.36
SIFT-DT model	91.04	98.23	91.91	97.25
SURF-DT model	78.10	95.11	80.15	92.62
EM-PSORF	92.50	95.80	95.17	93.40
EM-PSOSVM	90.40	94.60	93.44	93.20
FODPSO-RF	89.40	93.70	93.54	92.40
FODPSO-SVM	88.30	92.60	91.69	91.70