[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2024-04-29 Thread diego
diego closed subtask T341820: Evaluate and improve the Revert Risk model for Wikidata. as Resolved. TASK DETAIL https://phabricator.wikimedia.org/T328813 EMAIL PREFERENCES https://phabricator.wikimedia.org/settings/panel/emailpreferences/ To: diego Cc: Michael, calbon, achou, MunizaA,

[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2023-10-31 Thread KHernandez-WMF
KHernandez-WMF added a subtask: T341820: Evaluate and improve the Revert Risk model for Wikidata.. TASK DETAIL https://phabricator.wikimedia.org/T328813 EMAIL PREFERENCES https://phabricator.wikimedia.org/settings/panel/emailpreferences/ To: diego, KHernandez-WMF Cc: Michael, calbon,

[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2023-04-03 Thread leila
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

[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2023-04-03 Thread leila
leila added a parent task: T333892: Develop a new generation of ML models for Wikidata. TASK DETAIL https://phabricator.wikimedia.org/T328813 EMAIL PREFERENCES https://phabricator.wikimedia.org/settings/panel/emailpreferences/ To: diego, leila Cc: Michael, calbon, achou, MunizaA,

[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2023-03-31 Thread diego
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 EMAIL PREFERENCES https://phabricator.wikimedia.org/settings/panel/emailpreferences/

[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2023-03-10 Thread diego
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 EMAIL PREFERENCES https://phabricator.wikimedia.org/settings/panel/emailpreferences/

[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2023-03-05 Thread diego
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 EMAIL PREFERENCES https://phabricator.wikimedia.org/settings/panel/emailpreferences/

[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2023-02-17 Thread diego
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 EMAIL PREFERENCES

[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2023-02-06 Thread Lydia_Pintscher
Lydia_Pintscher added a project: Wikidata data quality and trust. TASK DETAIL https://phabricator.wikimedia.org/T328813 EMAIL PREFERENCES https://phabricator.wikimedia.org/settings/panel/emailpreferences/ To: diego, Lydia_Pintscher Cc: calbon, achou, MunizaA, Lydia_Pintscher, leila, diego,

[Wikidata-bugs] [Maniphest] T328813: Develop a ML-based service to detect vandalism on Wikidata

2023-02-06 Thread Lydia_Pintscher
Lydia_Pintscher added a project: Wikidata. TASK DETAIL https://phabricator.wikimedia.org/T328813 EMAIL PREFERENCES https://phabricator.wikimedia.org/settings/panel/emailpreferences/ To: diego, Lydia_Pintscher Cc: calbon, achou, MunizaA, Lydia_Pintscher, leila, diego, Aklapper,