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Update sandbox page to use new categorical features #174

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zyteka opened this issue Sep 8, 2020 · 0 comments
Open

Update sandbox page to use new categorical features #174

zyteka opened this issue Sep 8, 2020 · 0 comments

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@zyteka
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zyteka commented Sep 8, 2020

Sandbox page:

  • The "experiment with changes" box should have a drop-down for categorical features (exactly like what it is for binary features)

  • The "model predictions if each value was changed" table should now also include these categorical variables. It will have rows that change the value from its current value to each other possible value.
    For example:

Factor Changed Value New Prediction
Favorite color Blue -> Red 10
Favorite color Blue -> Green 11

Example
A categorical feature may look like:
Name: FAVORITE COLOR
Type: categorical
Description: Favorite color of child

Each categorical variable has a list of possible values - for any entity, the value for this feature must be one of these. For example:
red, green, blue

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