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Implement Extended Isolation Forest #8501

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exalate-issue-sync bot opened this issue May 12, 2023 · 1 comment
Closed

Implement Extended Isolation Forest #8501

exalate-issue-sync bot opened this issue May 12, 2023 · 1 comment
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@valenad1
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fixVersion/3.34.0.1

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The standard Isolation Forest failed to detect the structure of the data and treated it as one rectangular blob with very wide rectangular bands. That is why the idea of the Extended Isolation Forest idea came up. The algorithm is described more in the paper in sources.

https://arxiv.org/pdf/1811.02141.pdf

Specific task for student Adam Valenta.
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h2o-ops commented May 14, 2023

JIRA Issue Migration Info

Jira Issue: PUBDEV-7138
Assignee: Adam Valenta
Reporter: Veronika Maurerová
State: Resolved
Fix Version: 3.34.0.1
Attachments: N/A
Development PRs: Available

Linked PRs from JIRA

#5582
#5246
#4907
#4319
#5657
#5667
#5774

@h2o-ops h2o-ops closed this as completed May 14, 2023
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