code-312 / rescue-chicago

Repository for work related to a interactive data dashboard that can be used to analyze how different dog characteristics may correlate with average length of stay in a shelter prior to adoption.
https://code312-rescue-trends-2659be78e6b4.herokuapp.com/
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Automated Feature Selection #27

Closed JJD129 closed 1 year ago

JJD129 commented 1 year ago

Feature values in "breed_primary","gender","coat","color_primary","color_secondary","color_tertiary" vary significantly. The model features are manually typed out but values change in each feature depending on the data pull.

To reduce the amount of manual work and remain consistent, feature pulls for X should be automated based on values.