Today after work I've tried to built a small and simple machine learning model
to predict fascism, based on 6 or 7 fundamental features. Using Shapley values
we can see which feature contributes the most to the outbreak of fascism. If I
enter values which fit to the US under Trump the model indeed predicts a form
of authoritarianism.No big data or deep learning, just a small neural network
based on scikit-learn (no Tensorflow, Keras, or Pytorch). Juypter notebook
here:https://nbviewer.org/github/JochenFromm/JupyterNotebooks/blob/master/ModelingFascism.ipynb-J.
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