Kernel k Nearest Neighbors
OPTION to convert categorical features TO either numeric [ if levels m...
shuffle data
this function returns the probabilities in case of classification
this function returns a table of probabilities for each label
this function is used as a kernel-function-identifier [ takes the dist...
kernel k-nearest-neighbors
kernel-k-nearest-neighbors using cross-validation
indices and distances of k-nearest-neighbors
this function normalizes the data
create folds (in regression) [ detailed information about class_folds ...
Arithmetic operations on lists
stratified folds (in classification) [ detailed information about clas...
kernel k-nearest-neighbors using a distance matrix
indices and distances of k-nearest-neighbors using a distance matrix
performs kernel smoothing using a bandwidth. Besides using a kernel th...
Extends the simple k-nearest neighbors algorithm by incorporating numerous kernel functions and a variety of distance metrics. The package takes advantage of 'RcppArmadillo' to speed up the calculation of distances between observations.