arff-tools is a software toolkit for manipulating data files in the Attribute-Relation File Format, used extensively in the Mutrics project and in the Machine Learning research community.
The tools: - arff-cat: concatenate many files with the same header
- arff-checkperf: check performance of a classifier (compare values in two columns)
- arff-combine: combine several files by choosing columns in them
- arff-grep: filter files by column values
- arff-rewrite: rewrite values in given column using an external dictionary
- arff-sample: randomly sample a given percentage of rows
- arff-select: select given columns and output as either TXT or ARFF file
Additionally, the toolkit contains the following Python libraries: - ArffReader.py: a reader of ARFF files with many features
Source code | 