diego closed subtask T341820: Evaluate and improve the Revert Risk model for
Wikidata. as Resolved.
TASK DETAIL
https://phabricator.wikimedia.org/T328813
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To: diego
Cc: Michael, calbon, achou, MunizaA,
KHernandez-WMF added a subtask: T341820: Evaluate and improve the Revert Risk
model for Wikidata..
TASK DETAIL
https://phabricator.wikimedia.org/T328813
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To: diego, KHernandez-WMF
Cc: Michael, calbon,
leila moved this task from FY2022-23-Research-January-March to In Progress on
the Research board.
leila edited projects, added Research; removed Research
(FY2022-23-Research-January-March).
TASK DETAIL
https://phabricator.wikimedia.org/T328813
WORKBOARD
leila added a parent task: T333892: Develop a new generation of ML models for
Wikidata.
TASK DETAIL
https://phabricator.wikimedia.org/T328813
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To: diego, leila
Cc: Michael, calbon, achou, MunizaA,
diego added a comment.
**Update**
- I'm testing a Deep Learning approach, to see if offers relevant advantages
over the current XGBOOST model.
TASK DETAIL
https://phabricator.wikimedia.org/T328813
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diego added a comment.
**Update**
- New features had slightly improved the accuracy (now is 75%), I'm still
working on improving the model.
TASK DETAIL
https://phabricator.wikimedia.org/T328813
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diego added a comment.
**Update**
- Currently I'm working on featuring engineering. The current model has
around 72% accuracy on balanced data.
TASK DETAIL
https://phabricator.wikimedia.org/T328813
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diego added a comment.
**Update**
- Still working on the data evaluation. Currently I'm studying the use of
tags and user groups and their relation with reverts.
TASK DETAIL
https://phabricator.wikimedia.org/T328813
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Lydia_Pintscher added a project: Wikidata data quality and trust.
TASK DETAIL
https://phabricator.wikimedia.org/T328813
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To: diego, Lydia_Pintscher
Cc: calbon, achou, MunizaA, Lydia_Pintscher, leila, diego,
Lydia_Pintscher added a project: Wikidata.
TASK DETAIL
https://phabricator.wikimedia.org/T328813
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To: diego, Lydia_Pintscher
Cc: calbon, achou, MunizaA, Lydia_Pintscher, leila, diego, Aklapper,
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