A MATLAB implementation of Adaptive k-Nearest Neighbor Algorithms called Ada-kNN and Ada-kNN2 (alongside a global weighting scheme for handling class imbalance).
License: Other
MATLAB 100.00%
ada-knn's Introduction
A MATLAB implementation of Ada-kNN, Ada-kNN2, Ada-kNN+GIHS and Ada-kNN2+GIHS.
Written by: Sankha Subhra Mullick.
Reference: S. S. Mullick, S. Datta and S. Das, "Adaptive Learning-Based k-Nearest Neighbor Classifiers With Resilience to Class Imbalance," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2018.2812279.