RevoEnhancements-package: Adds functionality to RevoScaleR

In RevoEnhancements/RevoEnhancements: Selected enhancements to Revolution Analytics RevoScaleR

Description

This package adds functionality to RevoScaleR. All functions require, and are enhancements to, [Revolution R Enterprise](http://www.revolutionanalytics.com/products/revolution-enterprise.php).

Details

This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 or 3 of the License (at your option).

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

A copy of the GNU General Public License is available at http://www.r-project.org/Licenses/

Areas of enhancement are:

• CRAN R Compatability

• Big Data Graphics

• Big Data Mining

• Discretization

• Variable Importance / Selection

• Models

• Scoring

• ...

Some functions you might find useful:

Compatibility and utility functions:

• formulaExpand

• range2formula

Modeling:

• rxKS

• rxTTest

• rxMoments

Data visualisation:

• rxBoxPlot

• rxHexBin

Data mining:

• rxUnique to retrieve unique values in columns

• rxDiscretize to discretize (bin) values

• rxSample2Df to sample values to a data frame

• rxTreeDiscretize to discretize a tree object

• rxF1score to calculate model precision, sensitivity and F1 score

• rxLinPredError to calculate prediction error for linear models

Author(s)

Derek Norton [e-mail] and Andrie de Vries [e-mail]

RevoEnhancements/RevoEnhancements documentation built on May 9, 2019, 9:46 a.m.