AI Housing Week Eight Recap
Shortened blog this week.
Demographic Analysis
Finished editing demographic profile plots
State, regional, and national context added to graphs
Added percentages to some of the graphs
Tableau Graphing
Created house attribute quality dashboards
Made a guide on how to create the maps
Plan to make graphs on AI model accuracy vs actual house quality
AI Models
Thanks to Aaron’s spider, Beacon images were added to the Independence database evaluation
SHAP model works on our own datasets (Sadat fixed the code)
Plan to have SHAP models for each attribute to visualize how well the models are preforming
Next Steps
Finish demographic analysis for Iowa communities
Graph AI confidence vs accuracy
Implement SHAP models into program (and hopefully CAM too!)