conformalClassification-package |
A Conformal Prediction R Package for Classification |

conformalClassification |
A Conformal Prediction R Package for Classification |

CPCalibrationPlot |
Plots the calibration plot |

CPEfficiency |
Computes efficiency of a conformal predictor, which is defined as the ratio of predictions with more than one class over the size of the testset |

CPErrorRate |
Computes error rate of a conformal predictor, which is defined as the ratio of predictions with missing true class lables over the size of the testset |

CPObsFuzziness |
Computes observed fuzziness, which is defined as the sum of all p-values for the incorrect class labels. |

CPValidity |
Computes the deviation from exact validity as the Euclidean norm of the difference of the observed error and the expected error |

fitModel |
Fits the model and returns the fitted model |

ICPClassification |
Class-conditional Inductive conformal classifier for multi-class problems |

parTCPClassification |
Class-conditional transductive conformal classifier for multi-class problems, paralled computations |

TCPClassification |
Class-conditional transductive conformal classifier for multi-class problems |

tcpPValues |
Fits the model and computes p-values |