Following this, the basic features were transformed into z-vectors—information based on the paths taken by the RF model. And finally, cluster analysis was performed on the transformed z-vectors.

Novel machine learning-based cluster analysis method that leverages target material property. ScienceDaily. Retrieved July 12, 2025 from www.sciencedaily.com / releases / 2024 / 08 / 240806131212.htm.