Is it possible to reuse my CNN trained model over a new dataset with different number of classes?
The accuracy will downgrade since the model was trained on a dataset with 6 classes but is being tested on 4 classes.
If you want a good accuracy for the dataset with 4 classes, first train it on the data of 4 classes and then test it on some test data with 4 classes.
Hope this is of help.