Fig. 4: Using autoencoders for outlier detection and contour maps.

a Input features reduced to a two-dimensional code. b The decoder part in combination with an appropriate predictive model (such as a deep neural network) can be used to generate contour maps across the space spanned by the dimensions of the two-dimensional code.