arxivstat.MEstat.COstat.ML2026-07-09
A scalable version of MADD for big-data classification
Annesha Ghosh, Adrija Saha, Soham Sarkar
Distance-based classifiers are very popular, and the Euclidean distance is one of the most commonly used metrics in distance-based classifiers. However, classifiers based on the Euclidean distance often suffer in high-dimensional setups due to issues such as distance concentratio…