A Fast and Versatile SVM Package

banana | 'banana-bc.train', 'banana-bc.test' 'banana-mc.train', and... |

bsSVM | Bootstrap |

clean.liquidSVM | Force to release the internal memory of the C++ objects... |

command-args | liquidSVM command line options |

compilationInfo | Compilation information: whether the library was compiled... |

Configuration | liquidSVM model configuration parameters. |

errors | Obtain the test errors result. |

exSVM | Expectile Regression |

getCover | Get Cover of partitioned SVM |

getSolution | Retrieve the solution of an SVM |

init.liquidSVM | Initialize an SVM object. |

kern | Calculates the kernel matrix. |

liquidData | Loads or downloads training and testing data |

liquidSVM-class | A Reference Class to represent a liquidSVM model. |

liquidSVM-package | liquidSVM for R |

lsSVM | Least Squares Regression |

mcSVM | Multiclass Classification |

mlr-liquidSVM | liquidSVM functions for mlr |

nplSVM | Neyman-Pearson-Learning |

plotROC | Plots the ROC curve for a result or model |

predict.liquidSVM | Predicts labels of new data using the selected SVM. |

print.liquidSVM | Printing an SVM model. |

qtSVM | Quantile Regression |

read.liquidSVM | Read and Write Solution from and to File |

reg-1d | 'reg-1d.train' and 'reg-1d.test' |

rocSVM | Receiver Operating Characteristic curve (ROC curve) |

selectSVMs | Selects the best hyper-parameters of all the trained SVMs. |

setDisplay | Set display info mode that controls how much information is... |

svm | Convenience function to initialize, train, select, and... |

test.liquidSVM | Tests new data using the selected SVM. |

trainSVMs | Trains an SVM object. |

write.liquidData | Write Smldata |

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