Why does this variable not get split into mulitple groups?
If you manually put 0/1 into seperate groups the IV is greater than 0.1, which means the variable would have been accepted. Also the population of each group would be greater than the minimum 5%. So I can't see any reason why two groups wouldn't be greated.
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Use this tutorial as a handy guide to weigh the pros and cons of these commonly used machine learning algorithms.
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