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Multiclass Classification catalog does not contain EvaluateNonCalibrated #3323

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artidoro opened this issue Apr 12, 2019 · 0 comments
Open

Multiclass Classification catalog does not contain EvaluateNonCalibrated #3323

artidoro opened this issue Apr 12, 2019 · 0 comments
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bug Something isn't working P2 Priority of the issue for triage purpose: Needs to be fixed at some point.

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@artidoro
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The Multiclass Classification catalog has non calibrated trainers (SdcaNonCalibratedMulticlassTrainer) along with many calibrated trainers.

Currently there is only one Evaluate method, which assumes that the model is calibrated, and therefore produces LogLoss metrics. These metrics don't makes sense for the non calibrated trainers.

We should therefore add an evaluation method named EvaluateNonCalibrated for the non calibrated trainers.
@artidoro artidoro added the bug Something isn't working label Apr 12, 2019
@artidoro artidoro mentioned this issue Apr 13, 2019
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@frank-dong-ms-zz frank-dong-ms-zz added the P2 Priority of the issue for triage purpose: Needs to be fixed at some point. label Jan 9, 2020
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