Interpreting the predictions of neural network classification based on a Taylor Coefficient Analysis (TCA)

Markus Klute, Artur Monsch, Lars Sowa +1

We introduce a rigid and comprehensive taxonomy and paradigm for characterizing the influence of the input feature space $X$ on the predictions $\hat{y}$ of a neural network (NN) u…