A novel adaptive momentum method for medical image classification using convolutional neural network

BMC Medical Imaging

Table 3 Accuracy comparison among the proposed method on REMBRANDT brain tumor dataset

Epoch	Adam	RMSprop	SGD	Adaptive momentum
1	0.72	0.70	0.70	0.73
2	0.79	0.76	0.77	0.83
3	0.81	0.79	0.82	0.88
4	0.81	0.80	0.85	0.90
5	0.83	0.80	0.88	0.91

ISSN: 1471-2342