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Results tagged with data-transformation
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user 360512
Mathematical re-expression, often nonlinear, of data values. Data are often transformed either to meet the assumptions of a statistical model or to make the results of an analysis more interpretable.
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votes
Is there any downside to scaling a dataset?
Scaling does not affect most of the statistics of the dataset. It is a recommended - sometimes even required - pre-processing step for some machine learning algorithms.
However, note that it is a tran …
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