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end-of-distribution

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nani757 / cca-mean-mode-arbitary-value-end-of-distribution-missing-data-

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complete case analysis drops the whole column if there are missing values, arbitrary value imputation in this we can use replace (mean or median) with -1 or 99.999, end of the distribution it replaces the values with "missing" term

mean mode missing-data feature-engineering categorical-data gridsearchcv sklearn-library random-sampling simpleimputer mediam arbitary-value end-of-distribution
  • Updated May 5, 2022
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