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Update fraud detection sample notebook #984

Merged
merged 3 commits into from
Jan 20, 2023
Merged

Update fraud detection sample notebook #984

merged 3 commits into from
Jan 20, 2023

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loomlike
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Description

  • Update features to increase the fraud detection accuracy.
  • Add feature analysis charts (feature importance)
  • Fix data split to be temporal, instead of random sampling.

Resolves #978

How was this PR tested?

notebook pytest

Does this PR introduce any user-facing changes?

  • No. You can skip the rest of this section.
  • Yes. Make sure to clarify your proposed changes.

@loomlike
Fix Fraud features - WIP
dce9dec 
Signed-off-by: Jun Ki Min <42475935+loomlike@users.noreply.github.com>
@loomlike
Update fraud detection notebook to get better performance
358cf4a 
Signed-off-by: Jun Ki Min <42475935+loomlike@users.noreply.github.com>
@loomlike
Merge branch 'main' into jumin/fix_fraud_feature
da66229
@loomlike loomlike added the safe to test Tag to execute build pipeline for a PR from forked repo label Jan 18, 2023
@blrchen blrchen merged commit 31b2a45 into feathr-ai:main Jan 20, 2023
@loomlike loomlike mentioned this pull request Feb 2, 2023
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@blairch blairch blairch approved these changes

@blrchen blrchen blrchen approved these changes

@xiaoyongzhu xiaoyongzhu xiaoyongzhu approved these changes

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Successfully merging this pull request may close these issues.

[BUG] Update Fraud Detection example notebook
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@loomlike @xiaoyongzhu @blrchen @blairch