Research Article

Investigations on Brain Tumor Classification Using Hybrid Machine Learning Algorithms

Table 3

Comparison of performance analysis.

ClassifiersAccuracySensitivitySpecificity

K-NN94.9394.2694.55
DNN95.3094.8597.70
PSO95.1194.7197.01
Lagrangian SVM (LSVM)93.3491.2296.69
DCNN [1]94.5095.1095.86
Proposed method96.4796.3298.24