AC2 - Software Toolkit
A multi-lingual toolkit for various decision tree algorithms with C++ libraries. Available for free download for a variety of platforms.
Association Rule Miner
Client-server Java based data mining software for mining association rules. Developed at University of Massachusetts.
CART - Salford Systems
A decision tree tool that automatically sifts large, complex databases, searching for and isolating significant patterns and relationships. Offers free limited capability demo for …
Classification Tree in Excel
A small Excel based freeware to build Classification Tree models in Excel. Uses C4.5 algorithm. Very easy to learn and use - but capability is limited.
CLUTO - Clustering Toolkit
A freely available software toolkit for clustering low- and high-dimensional data sets. It is well-suited for clustering data sets arising in many areas including information retri…
Discovery of Multivalued Dependencies from Relations
Includes source code, related papers and associated projects.
FOIL and C4.5
Source code for decision tree algorithms from Ross Quinlan's homepage, available free for download.
Frequent Pattern Mining Implementations
Frequent itemset and association rule mining implementations (C++) such as Apriori, Eclat and FP-growth.
Inducing Functional Dependencies from Relations
Includes source code, related research papers and associated work.
Machine Learning Library in C++
MLC++ is a standard C++ library for supervised machine learning, with back-end and front-end tools for data mining tasks like Decision Trees, and Clustering. Information on legal i…
PAFI - Pattern Finding Toolkit
A freely available software toolkit for finding frequent patterns in diverse datasets. It contains highly efficient algorithms for finding patterns in transactional, sequential, an…
QuickMiner
Open Source creation of a data mining C++ procedure library. Initially focused on mining generalised association rules and generalised sequential patterns
Shih Tree Builder
Modelling tool that analyzes data generating classification, regression or class probability prediction models.
StatLib - XlispStat Archive
Environment for statistical computing and dynamic graphics based on Lisp. Contains contributed code and submission instructions.
VisDB: A Visual Data Mining and Database Exploration System
The VisDB has been developed to support the exploration of large database. The VisDB system implements several visual data mining techniques, allowing an exploration of large datab…
WinMine Toolkit Home Page
By David Chickering at Microsoft Research. The WinMine Toolkit is a set of tools for Windows 2000/NT/XP that allow you to build statistical models from data. The majority of the t…
XELOPES Data Mining Library
Platform- and data-source-independent library for embedded data mining based on the CWM/OMG and other data mining standards. XELOPES-Java algorithms: SVMs, market basket analysis, …
XmdvTool Home Page
A public-domain software package for the interactive visual exploration of multivariate data sets. It is available on all UNIX platforms which support XR4 or higher. The current ve…