DW-KNN: A Transparent Local Classifier Integrating Distance Consistency and Neighbor Reliability

Kumarjit Pathak, Karthik K, Sachin Madan +1

K-Nearest Neighbors (KNN) is one of the most used ML classifiers. However, if we observe closely, standard distance-weighted KNN and relative variants assume all 'k' neighbors are…