New answers tagged feature-scaling
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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 ...
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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, ...
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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., ...
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