An Improved Weighted Base Classification for Optimum Weighted Nearest Neighbor Classifiers
Muhammad Abbas, Kamran Ali Memon, Noor ul Ain, Ekang Ajebesone, Muhammad Usaid, Zulfiqar Ali Bhutto · ICST Transactions on Scalable Information Systems · 2018
Existing classification studies use two non-parametric classifiers- k-nearest neighbours (kNN) and decision trees, and one parametric classifier-logistic regression, generating high accuracies. Previous research work has compared the results of these classifiers with training patterns of different