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Data Shift : Identify Co-variate shift #78

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anilkumarpanda opened this issue Feb 24, 2021 · 0 comments
Open

Data Shift : Identify Co-variate shift #78

anilkumarpanda opened this issue Feb 24, 2021 · 0 comments
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enhancement New feature or request investigation needed One to do research related to this issue, and share findings

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@anilkumarpanda
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Problem Description

Co-variate shift occurs in the case when the features between the train and test samples are different , but the target relation remains the the same.

Desired Outcome
The solution provides a list of features that are shifting between the train and test sets.

Solution Outline
Leverage the existing Resemblance model in Probatus to identify the list of features that are shifting between the train and test sets.

Refers to #72 comments
@anilkumarpanda anilkumarpanda added the enhancement New feature or request label Feb 24, 2021
@Matgrb Matgrb added the investigation needed One to do research related to this issue, and share findings label Mar 4, 2021
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enhancement New feature or request investigation needed One to do research related to this issue, and share findings
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@anilkumarpanda @Matgrb