Research Article

Application of Deep Learning in Neuroradiology: Brain Haemorrhage Classification Using Transfer Learning

Table 2

Models learning parameters.

ā€‰CNNAlexNetAlexNet-SVM

Learning parametersValuesValuesValues
Training ratio (%)808080
Initial learning rates0.0010.010.01
Number of epochs100200140
Training accuracy (%)92.8994.1296.34
Testing accuracy (%)90.6592.1393.48
Achieved mean square error (MSE)0.0920.0870.054