An Improved k-Nearest Neighbor Algorithm for Text Categorization

Adaptive kNN for Imbalanced Text Categories: A Synthetic Review Methodological framing and motivation At first glance the problem is straightforward yet stubborn: the k-Nearest Neighbor classifier depends critically on the parameter k, and when appli...