Nested Loop Cross Validation

classify | Wrapper to run all classifiers for one run |

confusionMatrix | compute a confusion matrix for the optimal number of features... |

inTrainingSample | Function to define a learning sample based on balanced... |

limmaTwoGroups | Wrapper around limma for the comparison of two groups |

mcrPlot | Misclassification Rate Plot |

nlcv | Nested Loop Cross-Validation |

nlcvData | Simulated Datasets to Demonstrate nlcv Functionality |

nldaI | new MLInterfaces schema for lda from MASS |

pamrI | Instance of a learnerSchema for pamr models |

pamrML | Wrapper function around the pamr.* functions |

pamrTrain | Function providing a formula interface to pamr.train |

rankDistributionPlot | Plot the Distribution of Ranks of Features Across nlcv Runs |

rocPlot | Produce a ROC plot for a classification model belonging to a... |

scoresPlot | Function to Plot a Scores Plot |

topTable-methods | Methods for topTable |

xtable.confusionMatrix | xtable method for confusionMatrix objects |

xtable.summary.mcrPlot | xtable method for summary.mcrPlot objects |

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