I try to classify the Mnist dataset. The models train accuracy is 90% and valid accuracy approach 80%. But the test accuracy is 50%. I think my model is overfitting. So I made a chart about train acc and valid acc.(batch size 16, epoch 100)
Why there is a difference between Train accuracy and Test accuracy?
- Drop out
- Add more Activation functions