CNN Based Multiclass Brain Tumor Detection Using Medical Imaging

Table 2

Comparison with previous work.

Authors	Classes	Method	Accuracy (%)
[1]	3	CNN, data augmentation	C1-95.23; C2-95.43; C3-98.43
[21]	4	Preprocessing-normalization, feature acquired-GLCM	98
[23]	6	GA-SVM, GA-ANN	GA-SVM:89; GA-ANN:94.1
[26]	3	CNN, CapsNet	86.56
[27]	3	No data augmentation, CNN	98.51
Proposed model	4	CNN	99