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From "Aleksey Zinoviev (JIRA)" <j...@apache.org>
Subject [jira] [Created] (IGNITE-9587) [ML] Umbrella ticket: Handle different labels in training data and handle unknown labels in test or updated training data correctly
Date Thu, 13 Sep 2018 15:45:00 GMT
Aleksey Zinoviev created IGNITE-9587:
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             Summary: [ML] Umbrella ticket: Handle different labels in training data and handle
unknown labels in test or updated training data correctly
                 Key: IGNITE-9587
                 URL: https://issues.apache.org/jira/browse/IGNITE-9587
             Project: Ignite
          Issue Type: New Feature
            Reporter: Aleksey Zinoviev
            Assignee: Aleksey Zinoviev


The problem is that all algorithms of binary classification are ready to handle the datasets
marked with 0/1 labels and predict 0/1 labels without especial mapping.

Also the algorithms don't handle situation with unknown labels during the updating and testing
phases

Possible solution: it could be stored in context of ML training



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