facebookexperimental / Robyn

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.
https://facebookexperimental.github.io/Robyn/
MIT License
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clustering Plot fixes with better accuracy and Pareto minor change #1135

Closed dhavalpatel624624 closed 1 week ago

dhavalpatel624624 commented 1 week ago

Project Robyn

As titled: Pareto was setting pareto_solutions to a different value Clustering had some accuracy problems with graphs so addressed it. Clustering methodologies are different from R so general sentiment matches the R code but the number of clusters getting selected when not provided and the selected clusters in graphs is slightly different. However, since the right channels seems be showing the similar results, I'm feeling comfortable with where we are with Clustering.

top_solutions_errors_plot: image

top_solutions_rois_plot: image

R equivalent top_solutions_errors_plot: image

top_solutions_rois_plot: image