Ensemble of Subset of K-Nearest Neighbours Classifiers for Classification and Class Membership Probability Estimation

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Documentation for package ‘ESKNN’ version 1.0

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ESkNN-package Ensemble of Subset of K-Nearest Neighbours Classifiers for Classification and Class Membership Probability Estimation
ESkNN Ensemble of Subset of K-Nearest Neighbours Classifiers for Classification and Class Membership Probability Estimation
esknnClass Train ensemble of subset of k-nearest neighbours classifiers for classification
esknnProb Train the ensemble of subset of k-nearest neighbours classifiers for estimation of class membership probabilty.
hepatitis Hepatitis data set
Predict.esknnClass Class predictions from ensemble of subset of k-nearest neighbours
Predict.esknnProb Prediction function returning class membership probability estimates
sonar Sonar, Mines vs. Rocks.