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A brief introduction of a General data Mining system-- R

2025-01-22 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Network Security >

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Brief introduction

R (http://www.r-project.org) system) is a computer language and analysis tool for statistical analysis and graphics. In order to ensure the performance, its core calculation module is written in C, C++ and Fortran. At the same time, for ease of use, it provides a scripting language, namely R language. R language is similar to S language developed by Bell Labs. R supports a series of analytical techniques, including statistical testing, predictive modeling, data visualization and so on. Many open source extension packs can be found on CRAN (http://cran.r-project.org)).

The preferred interface of R software is the command line interface, which invokes the analysis function by writing scripts. If you lack programming skills, you can also use a graphical interface, such as RCommander (http://socserv.mcmaster.ca/jfox/Misc/Rcmdr/) or Rattle (http://rattle.togaware.com)). [2]

In addition, because R system is the focus of this paper, it will spend a lot of space on its various characteristics, advantages and disadvantages.

Main function

As mentioned earlier, R system is a scripting language, which mainly provides the process of processing and statistical analysis of all kinds of data in the form of commands. The main capabilities or functions are described as follows:

1. Data import and export: you can get data from a file and store the processing results in a data file, such as HousePrice

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