Computational and Mathematical Methods in Medicine Glioma Brain Tumor Detection and Classification Using Convolutional Neural Network

Table 3

Performance metric comparison of proposed system with existing techniques.

Parameters/models	SVM RBF	KSVD1	KSVD2	CANFES	CNN	CDBLNL
Precision	82.9	83.5	86.1	90.5	89.8	95.3
Recall	81.9	82.9	87.4	89.8	91.5	95.6
Accuracy	85.8	88.8	89.2	91.8	94.6	97.2
Balance loss	84.6	87.5	88.9	91.2	94.9	96.8
score	85.1	89.1	88.95	91.1	90.9	95.7