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 |

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