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Posted to issues@ignite.apache.org by "Aleksey Zinoviev (JIRA)" <ji...@apache.org> on 2019/01/11 14:44:00 UTC
[jira] [Updated] (IGNITE-10145) [ML] Implement ROC AUC metric
[ https://issues.apache.org/jira/browse/IGNITE-10145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Aleksey Zinoviev updated IGNITE-10145:
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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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