Variable Selection, Curve Fitting, Variable Conversion and Normalisation

aic | Akaike Information Criterion Score Calculation |

auc | Arear Under Curve Score Calculation |

bic | Bayesian Information Criterion Score Calculation |

binner | Contineous Variable Binner |

classificationError | Calssification Error of a Categorical Variable |

dummyColGen | The Dummy Column Generator |

entropyGain | Entropy Gain of a Categorical Variable |

giniImpurity | Gini Impurity of a Categorical Variable |

infoCategory | Information for Categorical Variables |

infoContinuous | Continuous variable information |

informationValue | Information Value of a Contineous Variable |

loadData | Wrapper for loading multiple files in coherent manner within... |

mae | Mean Absolute Error Score Calculation |

MakeRankedMatrix | Making varable selection based ranking matirx |

mape | Mean Absolute Percentage Error Score Calculation |

normalise | Normalise the Vairables |

predScores | Prediction Scoring |

rmse | Root Mean Square Error Score Calculation |

rsquared | R squared and Adjusted R squared Score Calculation |

varVoting | Voting Win method for variable selection and importance |

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