2005242 - Switch default AI Tab Grouping Suggestion Method to Logistic Regression

Status: RESOLVED FIXED

(Firefox :: Tabbed Browser, enhancement)

Description

[Vasish Baungally]

Per discussion with Shruti and given the ~20% improvement against the existing Nearest Neighbors' baseline, updated to the logistic regression method should improve the suggest experience.

Related PR: https://github.com/mozilla/smart-tab-grouping/pull/12

Comment 1

[Vasish Baungally]

Attachment: Bug 2005242 - Switch Default AI Tab Grouping Method to Logistic Regression. r?ngrato,rrando,tarek

This patch updates the default tab suggest method to logistic regression.
This new approach adds domain handling and improves upon the existing nearest
neighbor approach by ~20% F1 on our evaluation data. We should see an increase
in suggestions and approval rate with this update (in theory).

Comment 2

[Pulsebot]

Pushed by [e-mail]:
https://github.com/mozilla-firefox/firefox/commit/e48c01df9ef0
https://hg.mozilla.org/integration/autoland/rev/84bfdb53e693
Switch Default AI Tab Grouping Method to Logistic Regression. r=tarek

Comment 3

[amarc]

https://hg.mozilla.org/mozilla-central/rev/84bfdb53e693