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Add mars.learn.metrics.multilabel_confusion_matrix and derivative metrics #2554

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merged 1 commit into from
Nov 2, 2021
Merged

Add mars.learn.metrics.multilabel_confusion_matrix and derivative metrics #2554

merged 1 commit into from
Nov 2, 2021

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wjsi
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@wjsi wjsi commented Oct 27, 2021

What do these changes do?

Add mars.learn.metrics.multilabel_confusion_matrix and derivative metrics, including precision_score, recall_score, f1_score and fbeta_score.

Related issue number

Fixes #2553

@wjsi wjsi added type: feature New feature to be backported Indicate that the PR need to be backported to stable branch mod: learn labels Oct 27, 2021
@wjsi wjsi added this to the v0.9.0a1 milestone Oct 27, 2021
@wjsi wjsi added this to In progress in Learn via automation Oct 27, 2021
@wjsi wjsi changed the title Add mars.learn.metrics.multilabel_confusion_matrix and derivative metrics Add mars.learn.metrics.multilabel_confusion_matrix and derivative metrics Oct 27, 2021
@wjsi wjsi force-pushed the feature/ml_confusion_mat branch 2 times, most recently from 4c2a82d to 7bdfd80 Compare October 27, 2021 15:18
qinxuye
qinxuye approved these changes Nov 2, 2021
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LGTM

hekaisheng
hekaisheng approved these changes Nov 2, 2021
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LGTM

Learn automation moved this from In progress to Reviewer approved Nov 2, 2021
@hekaisheng hekaisheng merged commit 12c1285 into mars-project:master Nov 2, 2021
Learn automation moved this from Reviewer approved to Done Nov 2, 2021
@wjsi wjsi deleted the feature/ml_confusion_mat branch November 2, 2021 06:10
wjsi added a commit to wjsi/mars that referenced this pull request Nov 2, 2021
@wjsi
Add mars.learn.metrics.multilabel_confusion_matrix and derivative met…
cebd5a6 
…rics (mars-project#2554)
@wjsi wjsi mentioned this pull request Nov 2, 2021
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qinxuye pushed a commit that referenced this pull request Nov 2, 2021
@wjsi
[BACKPORT] Add mars.learn.metrics.multilabel_confusion_matrix and d…
57beb44 
…erivative metrics (#2554) (#2568)
@wjsi wjsi added backported already PR has been backported and removed to be backported Indicate that the PR need to be backported to stable branch labels Dec 7, 2021
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@qinxuye qinxuye qinxuye approved these changes

@hekaisheng hekaisheng hekaisheng approved these changes

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backported already PR has been backported mod: learn type: feature New feature
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Implements scores derived from multi-label confusion matrices
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@wjsi @qinxuye @hekaisheng