Easy Data Manipulation, Data Quality and Statistical Checks

accuracy | Confusion matrix and overall accuracy of predicted binary... |

actvspred | Comparison of actual and predicted linear response |

auc | Area under curve of predicted binary response |

contents | Basic summary of the data |

decile | Create deciles of a variable |

dqcategorical | Data quality check of categorical variables |

dqcontinuous | Data quality check of continuous variables |

dqdate | Data quality check of date variables |

factorise | Change the class of variables to factor |

gini | Gini coefficient of a distribution |

imputemiss | Impute missing values in a variable |

iv | Information value of an independent variable in predicting a... |

ks | Kolmogorov-Smirnov statistic for predicted binary response |

mape | Compute mean absolute percentage error |

outliers | Identify outliers in a variable |

pentile | Create pentiles of a variable |

randomise | Order the rows of a data randomly |

rmdupkey | Remove observations with duplicate keys from data |

rmdupobs | Remove duplicate observations from data |

splitdata | Split modeling data into test and train set |

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