no code implementations • 21 Mar 2023 • Amjad Ali, Muhammad Hamraz, Dost Muhammad Khan, Wajdan Deebani, Zardad Khan
Ensembles based on k nearest neighbours (kNN) combine a large number of base learners, each constructed on a sample taken from a given training data.
no code implementations • 30 May 2022 • Amjad Ali, Muhammad Hamraz, Naz Gul, Dost Muhammad Khan, Zardad Khan, Saeed Aldahmani
kNN based ensemble methods minimise the effect of outliers by identifying a set of data points in the given feature space that are nearest to an unseen observation in order to predict its response by using majority voting.
