Instant BQML Version Changelog
  • Version 5 [2023-11-21]
    • Refined wildcard query logic to target 'events_20*' prefix, reducing the inclusion of views and enhancing query specificity.
    • Updated all date format specifiers in BigQuery queries from %Y (four-digit year) to %y (two-digit year) to align with the revised wildcard filter logic, ensuring accurate table selection and data querying consistency.
    • Implemented the boosted tree regressor algorithm for BigQuery Machine Learning models. Hyperparameters have been optimized, including setting BOOSTER_TYPE to DART and adjusting SUBSAMPLE to 0.7 for improved generalizability.
  • Version 4 [2023-11-07]
    • Remove session_id and engagement_time_msec from GA4 measurement protocol payload.
    • Remove session_id calculations from Calculate Fields query.
  • Version 3 [2023-10-24]
    • Updated the Event & Churn propensity training, prediction, and value-based bidding logic to include a regular expression filter. This filter omits events with names ending in '_iBQML' or '_vertex', which are associated with propensity score calculations, ensuring they are not included in the analysis.
    • Set data split method to `AUTO_SPLIT` in BigQuery ML training query hyperparameters.
  • Version 2 [2023-08-07]
    • Updated audience boundaries job to define boundaries based on AUDIENCE_SEGMENTS variable, not user counts.
  • Version 1 [2023-06-27]
    • Create Version Changelog to manage pipeline upgrades.
    • Remove conversion event creation from non-Event Propensity marketing objectives.

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