An implementation of several hyper-parameter tuning techniques for ML classification algorithms in R.

Global functions | |
---|---|

convertParamsTypes | Source code |

customizedConverter | Source code |

getC50Space | Source code |

getCtreeSpace | Source code |

getGlmnetSpace | Source code |

getHyperSpace | Source code |

getJ48Space | Source code |

getLearner | Source code |

getRandomForestSpace | Source code |

getRpartSpace | Source code |

getSMBOControl | Source code |

getSvmSpace | Source code |

getXgboostSpace | Source code |

makeTuneControlEDA | Source code |

makeTuneControlGA | Source code |

makeTuneControlPSO | Source code |

myCheckTunerParset | Source code |

myTuneParams | Source code |

runTuning | Source code |

saveResults | Source code |

tuneEDA | Source code |

tuneGA | Source code |

tunePSO | Source code |

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