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cs.LG2025
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…
cs.LG2018★ 1 cited
Reinforcement Evolutionary Learning Method for self-learning
Kumarjit Pathak, Jitin Kapila
In statistical modelling the biggest threat is concept drift which makes the model gradually showing deteriorating performance over time. There are state of the art methodologies t…