map and this is also visualized for a particular neuron in magnified and you can see that filters are like more visible for the higher masking ratios you can also see the you can also see that there's something like a six visible towards the right and and and it's getting it's getting the notions of digit edges or strokes at the hidden level so these are various classifiers that it can train on top of these denoising auto-encoders the features that you get from stacking nosing order into rows and these are the error rates