Investigating the Role of Image Fusion in Brain Tumor Classification Models Based on Machine Learning Algorithm for Personalized Medicine

Table 5

Comparison of our method with existing methods from literature.

Reference	Classifiers name	Accuracy (%)	Sensitivity (%)	Precision (%)
Present study	SVM, KNN, decision tree	96.80	97.43	97.5
Masoudi S et al. 2021 [52]	Resnet-101C	86.3	NA	NA
Welikala RA et al. 2020 [53]	R-CNN	NA	89.51	84.77
Anupama et al. 2019 [54]	CNN-capsule network	92.5	93	96
T Nguyen et al. 2019 [55]	CNN	73.68	NA	NA
Erkal B et al. 2020 [56]	Multilayer perceptron	97	NA	NA