Boston | Boston Housing Data (Regression) |
class_folds | stratified folds (in classification) [ detailed information... |
distMat.KernelKnn | kernel k-nearest-neighbors using a distance matrix |
distMat.knn.index.dist | indices and distances of k-nearest-neighbors using a distance... |
func_categorical_preds | OPTION to convert categorical features TO either numeric [ if... |
func_shuffle | shuffle data |
func_tbl | this function returns a table of probabilities for each label |
func_tbl_dist | this function returns the probabilities in case of... |
FUNCTION_weights | this function is used as a kernel-function-identifier [ takes... |
FUN_kernels | performs kernel smoothing using a bandwidth. Besides using a... |
ionosphere | Johns Hopkins University Ionosphere database (binary... |
KernelKnn | kernel k-nearest-neighbors |
KernelKnnCV | kernel-k-nearest-neighbors using cross-validation |
knn.index.dist | indices and distances of k-nearest-neighbors |
normalized | this function normalizes the data |
regr_folds | create folds (in regression) [ detailed information about... |
switch.ops | Arithmetic operations on lists |
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