Man pages for guillermozbta/KNN_KERNEL1
Kernel k Nearest Neighbors
| Boston | Boston Housing Data (Regression) |
| class_folds | stratified folds (in classification) [ detailed information... |
| distMat.KernelKnn | kernel k-nearest-neighbors using a distance matrix |
| distMat.KernelKnnCV | cross validated kernel-k-nearest-neighbors using a distance... |
| 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 |
