Early Diagnosis of Brain Tumour MRI Images Using Hybrid Techniques between Deep and Machine Learning

Table 5

Diagnostic accuracy of the four models for diagnosing each tumour class.

Tumour type	AlexNet	ResNet-18	AlexNet+SVM	ResNet-18+SVM
Glioma	93.30	93.3	93.90	91.50
Meningioma	89.80	93.6	93.60	86.10
No_tumour	91.10	87.3	94.90	92.40
Pituitary	97.80	97.2	97.80	95.60