Interpretable Clustering with the Distinguishability Criterion

Implementations of the Distinguishability criterion and scripts to generate the results from the paper Turfah and Wen (2024) "Interpretable Clustering with the Distinguishability Criterion." (Arxiv link).

Directory structure

• The implementation of the Distinguishability criterion, the PHM algorithm, and the code to generate the visualizations are in the code/ directory. Link to README
• The scripts to replicate the results from the paper are in the illustrations/ directory. Link to README
• .RData files from the scripts will be written to the output/ directory.
• Figures from the scripts will be written into the plots/ directory.