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jschulberg / Dog-Returns

A data science analysis to classify whether or not an adopted dog will be returned.
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Scale Data? #38

Closed rkelley05 closed 2 years ago

rkelley05 commented 2 years ago

Should we scale the data prior to imputation/running algorithms on it?

jschulberg commented 2 years ago

@rkelley05 I think scale after imputation but before running classification models on it. The other question is: do we resample the data before or after imputation?

jschulberg commented 2 years ago
  1. Impute
  2. Resample
  3. Scale
  4. PCA(?)
  5. Models!
rkelley05 commented 2 years ago

scaling function completed