Project details for Waffles

Screenshot Waffles 2010-11-05

by mgashler - November 5, 2010, 16:31:01 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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A collection of command-line tools for machine learning and data mining tasks. These tools are well-suited for script-automated experiments. It is a broad-but-shallow collection of tools. In other words, these tools cover a wide diversity of tasks, and they generally err on the side of interface simplicity rather than comprehensive capabilities in a particular area.

A GUI wizard tool is also included to assist the user to construct a command that will perform the desired task.

Each command-line tool is a thin wrapper around functionality in an object-oriented C++ class library. So, if you find one of the tools to be useful, you can also link its functionality into your code. The command-line tools may serve as demos for how to use the class library. Also, a collection of additional demo apps is included to exhibit some of the classes that are not exposed by the command-line tools.

The class library is distributed under the LGPL, and the code for most of the apps is public domain. Tested to build with g++ on Linux (32 and 64 bit), and with the free VC++ express edition on Windows. Also tested with g++ on Mac and other platforms when occasion permits.

Changes to previous version:

See the change log at

BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
Supported Operating Systems: Linux, Macosx, Windows, Unix, Agnostic
Data Formats: Arff
Tags: Classification, Clustering, Dimensionality Reduction, Decision Trees, Decision Tree Learning, Genetic Algorithms, Algorithms, Classifiers, Data Mining, K Nearest Neighbor Classifica, Attribute Selecti
Archive: download here


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