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From "Aleksey Zinoviev (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (IGNITE-10145) [ML] Implement ROC AUC metric
Date Fri, 11 Jan 2019 14:44:00 GMT

     [ https://issues.apache.org/jira/browse/IGNITE-10145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Aleksey Zinoviev updated IGNITE-10145:
--------------------------------------
    Summary: [ML] Implement ROC AUC metric  (was: [ML] ROC AUC score)

> [ML] Implement ROC AUC metric
> -----------------------------
>
>                 Key: IGNITE-10145
>                 URL: https://issues.apache.org/jira/browse/IGNITE-10145
>             Project: Ignite
>          Issue Type: New Feature
>          Components: ml
>            Reporter: Yury Babak
>            Assignee: Aleksey Zinoviev
>            Priority: Major
>             Fix For: 2.8
>
>
> Compute Area Under the Receiver Operating Characteristic Curve (ROC AUC) from prediction
scores.
> We want to implement this score for our models.
> Some links:
> * [wiki|https://en.wikipedia.org/wiki/Receiver_operating_characteristic]
> * [google dev|https://developers.google.com/machine-learning/crash-course/classification/roc-and-auc]



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