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farff: A Faster 'ARFF' File Reader and Writer
Reads and writes 'ARFF' files. 'ARFF' (Attribute-Relation File Format) files are like 'CSV' files, with a little bit of added meta information in a header and standardized NA values. They are quite often used for machine learning data sets and were introduced for the 'WEKA' machine learning 'Java' toolbox. See <https://waikato.github.io/weka-wiki/formats_and_processing/arff_stable/> for further info on 'ARFF' and for <http://www.cs.waikato.ac.nz/ml/weka/> for more info on 'WEKA'. 'farff' gets rid of the 'Java' dependency that 'RWeka' enforces, and it is at least a faster reader (for bigger files). It uses 'readr' as parser back-end for the data section of the 'ARFF' file. Consistency with 'RWeka' is tested on 'Github' and 'Travis CI' with hundreds of 'ARFF' files from 'OpenML'.
Getting started
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Package details |
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| Author | Marc Becker [cre, aut] (<https://orcid.org/0000-0002-8115-0400>), Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>), Jakob Bossek [aut] |
| Maintainer | Marc Becker <marcbecker@posteo.de> |
| License | BSD_2_clause + file LICENSE |
| Version | 1.1.1 |
| URL | https://github.com/mlr-org/farff |
| Package repository | View on CRAN |
| Installation |
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