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handle pipelines where features change #8

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finnhacks42 opened this issue Dec 2, 2021 · 0 comments
Open

handle pipelines where features change #8

finnhacks42 opened this issue Dec 2, 2021 · 0 comments
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enhancement New feature or request

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@finnhacks42
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We often need to plot aspects of a model for a particular feature - eg partial dependence, feature importance, etc. This requires keeping track of the features through the pipeline. The current way we do this can break if the features change as a component of the pipeline - either because some features are filtered out or a more general feature transform such as PCA is applied.

@dsteinberg dsteinberg added the enhancement New feature or request label Feb 1, 2022
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