Curia Release: December 27, 2022

Risk Modeling Changes

• Population Summary Modal (modelers can view details on outcomes across the entire modeling population)
• Fixed tooltip values on predicted/actual bin chart

Intervention Modeling Changes

• Outcome Distribution Histogram: Modelers can visualize the distribution of treated vs. non treated units to understand how well balanced the modeling dataset is.
• “Top Tier Impact Summary” on metrics modal – Modelers can compare metrics for top 5, 10, 20, 25, 33, and
  50% of population by impact score
• ATT tag on model version dropdown

Other App / UI

• Modelers can download full feature list from Model → Features UI including Shapley values
• Bugfix: Incorrect Zero an NaN values in data preview are fixed
• Bugfix: Correct table name now always appears in explore dataset default query
• Various icon, color, and navigational updates

Misc / Back-End

• Predict Job now uses correct configurations even if the latest train job was not completed successfully

Curia Release: December 7, 2022

Risk Modeling Changes

• Additional generated outputs and metrics relating to model population and outcome prevalence (coming to the UI in a future release)
• Model-level and row-level Shapley feature importance
• Updated “View All Features” table, including Shapley values
• Updated tiered predicted/actual chart for regression models

Intervention Modeling Changes

• Updated “View All Features” table including Shapley values
• Curia Top Tier included in Impact Analysis summary
• Expanded “Outcome Outliers” canary metric
• Quickly View ATT on previous model versionsd

Other App / UI

• Bugfixes and instructional tooltips
• Fixed intermittent “Explore Dataset” error

Misc / Back-End

• Better handling of large uploaded datasets