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[Metric] Add quadratic kappa #1104

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merged 5 commits into from May 12, 2021
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sxjscience
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Description of changes:

Add Quadratic Kappa as a metric. Reference: https://www.kaggle.com/aroraaman/quadratic-kappa-metric-explained-in-5-simple-steps

Quadratic Kappa is designed for rating predictions, when predicting 1 with 2 will have smaller penalty than predicting 1 with 5.

FYI @sallypannn

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@szha
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szha commented May 11, 2021

Job PR-1104-1 is done.
Docs are uploaded to http://autogluon-staging.s3-website-us-west-2.amazonaws.com/PR-1104/1/index.html

@szha
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szha commented May 11, 2021

Job PR-1104-2 is done.
Docs are uploaded to http://autogluon-staging.s3-website-us-west-2.amazonaws.com/PR-1104/2/index.html

scalar score
"""
labels = None
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shouldn't labels be optional arg here?

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I think labels is supposed to be optionl arg of the metric? Otherwise it can be deleted

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szha commented May 12, 2021

Job PR-1104-3 is done.
Docs are uploaded to http://autogluon-staging.s3-website-us-west-2.amazonaws.com/PR-1104/3/index.html

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3 participants