Classification, Regression and Feature Evaluation

attrEval | Attribute evaluation |

auxTest | Test functions for manual usage |

calibrate | Calibration of probabilities according to the given prior. |

classDataGen | Artificial data for testing classification algorithms |

classPrototypes | The typical instances of each class - class prototypes |

CORElearn-internal | Internal structures of CORElearn C++ part |

CORElearn-package | R port of CORElearn |

CoreModel | Build a classification or regression model |

cvGen | Cross-validation and stratified cross-validation |

destroyModels | Destroy single model or all CORElearn models |

discretize | Discretization of numeric attributes |

display.CoreModel | Displaying decision and regression trees |

getCoreModel | Conversion of model to a list |

getRFsizes | Get sizes of the trees in RF |

getRpartModel | Conversion of a CoreModel tree into a rpart.object |

helpCore | Description of parameters. |

infoCore | Description of certain CORElearn parameters |

modelEval | Statistical evaluation of predictions |

noEqualRows | Number of equal rows in two data sets |

ordDataGen | Artificial data for testing ordEval algorithms |

ordEval | Evaluation of ordered attributes |

paramCoreIO | Input/output of parameters from/to file |

plot.CoreModel | Visualization of CoreModel models |

plot.ordEval | Visualization of ordEval results |

predict.CoreModel | Prediction using constructed model |

preparePlot | Prepare graphics device |

regDataGen | Artificial data for testing regression algorithms |

reliabiltyPlot | Plots reliability plot of probabilities |

rfAttrEval | Attribute evaluation with random forest |

rfClustering | Random forest based clustering |

rfOOB | Out-of-bag performance estimation for random forests |

rfOutliers | Random forest based outlier detection |

rfProximity | A random forest based proximity function |

saveRF | Saves/loads random forests model to/from file |

testCore | Verification of the CORElearn installation |

versionCore | Package version |

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