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Special values filters and selectors #41

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koalive opened this issue Jan 13, 2022 · 1 comment
Open

Special values filters and selectors #41

koalive opened this issue Jan 13, 2022 · 1 comment
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enhancement New feature or request

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koalive commented Jan 13, 2022

Since issue #9 transformation functions are expected to check if the data contains inf / na / missing values, and the MissingFilter allows to remove entries containing missing values (for a given feature). It would be convenient to include similar filters for inf and na values, and selectors to remove columns containing special values.
@koalive koalive added the enhancement New feature or request label Jan 13, 2022
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koalive commented Jan 13, 2022

Example for a Selector discarding features with NaN values: Selector(x -> !any(isnan.(x)))

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