R/F Taskforce Meeting 20220802

Agenda

• Walkthrough of training/model process and the progress that has been made so far - Brian

1. identify set of packages to train model

2. calculate the observed reach for each package https://geopath.atlassian.net/wiki/spaces/DPP/pages/2001240077

3. identify and calculate features of each package to be used as input to model

4. train model

5. repeat steps 3 & 4 as needed

• Field questions from taskforce

  • Discussion

    • At a high level, do you feel you understand and could discuss with your teams internally?

• Update of current model iterations - Denis

  • Current - (RSME = 13.93) - in production

    Open

    

  • v0 (RSME = 7.99) - in staging

    Open

    

  • v2 (initial) (RSME = 6.50) ~25% improvement vs v0

  Next steps - Janna

Notes

Steps For Next Meeting

• Documentation Clean-up

  • Geopath to work on clarifying and resolving comments on https://geopath.atlassian.net/wiki/spaces/DPP/pages/2001240077

• Marketing/Sales-friendly documents

  • Primer on R/F - Reach & Frequency One-Pager: Package-Level Metrics

  • What has changed, and why it matters

• Model v2 should be available for testing in Staging next week - we will send a communication confirming when testing is possible.