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

Table 6

Performance metric comparison of proposed system with existing techniques.

Parameters/models	SVM RBF	KSVD1	KSVD2	CANFES	CNN	CDBLNL
Precision	81.9	83.5	90.1	88.2	90.8	95.6
Recall	80.9	82.9	89.4	89.8	91.5	93.8
Accuracy	84.8	88.8	90.2	87.8	91.6	97.8
Balance loss	83.6	87.5	90.9	87.2	90.9	95.7
score	84.1	89.1	89.95	88.1	90.1	94.3