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Out-of-Range Target Variable in Sequence-based Machine Learning Model

"Interpolation is easy. Extrapolation is hard." Extrapolating might be the right thing to do. But always be suspect of a model that is leading you to big unexplored regions of the state ...
J_H's user avatar
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How to encode & scale IP addresses as input for ML models

The domain of all possible random IP addresses is astronomically large, and they have no relation to each other. So any given IP address only provides information about that specific IP address, ...
ekohrt's user avatar
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1 vote

Scale dataset while preserving relative distributions between columns

Using pandas, you could apply your own standard scaling to each category: Groups columns per category using pandas.DataFrame.groupby i.e., ...
Adam Jaamour's user avatar

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