Dynamic image analysis to identify ancient artifacts in soil samples. We will work on microdebitage (the debris of ancient stone knapping first) and later expand to other materials (e.g., mortars).
A few more commits were added to this branch to do the following:
Simplify the load process using Box Sync (the default file path is generally relative to ~/Documents than ~ so this was explicitly added to the Box filepath)
Permutation importance plots were updated to use permutation importance via workflows rather than the underlying model fit. This assisted in removing ambiguity about what class was being used for prediction and metric assessment.
Updated all html outputs for notebooks with updated permutation importance plots, and added additional commentary on plots for better interpretation
Summary
Findings summary