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4 commits

Author SHA1 Message Date
Oriol Roqué Paniagua
4ca883e4de Merged PR 5448: First Experiment
Related work items: #30810
2025-06-12 08:10:32 +00:00
Oriol Roqué Paniagua
38f63afbf7 Merged PR 5371: Flagging w. random predictor + DWH connection improvements + restructure
Connecting to DWH:
* Any existing notebook (AB, Flagging & Template) now have an initial simplified block to connect to the DWH. This is done to handle the DRY, as we're going to start adding more and more experiment notebooks very soon (and we have already 4 notebooks).
* This reads from a new `utils/dwh_utils.py` in which we handle the connection and test it accordingly.
* This also requires an optional `settings.json` path configuration to avoid warnings (not errors) when reading from `dwh_utils`.

Flagging:
* All flagging notebooks now go within the folder `data_driven_risk_assessment`. The already existing notebook `flagging_performance_monitoring` has also been moved here.
* There's a new `experiments` folder to store the different experiments on flagging.
* A new notebook has been added containing a straight-forward baseline: a random predictor, which randomly flags as risk bookings on a test set based on the observed booking claim rate on a previous train dataset.

I confirm that all existing notebooks work well after the connection changes.

Once merged, or to review, you will need to re-install requirements.txt as I added sklearn.

Related work items: #30804
2025-06-10 05:59:12 +00:00
Oriol Roqué Paniagua
b87403d8dc Merged PR 3780: Adding A/B test guest journey monitoring
Adding A/B test guest journey monitoring

Related work items: #25146
2024-12-04 17:24:37 +00:00
uri
fb36843b4f First commit 2024-11-21 11:36:30 +01:00