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Data Mining Tools

Data Mining Tools. DBminer Technology Inc.: DBMiner 2.0 ( http://www.dbminer.com/ ) Megaputer Intelligence: PolyAnalyst 4.6 ( http://www.megaputer.com/ ) Microsoft SQL Server 2000: Analysis Services ( http://www.microsoft.com/sql/ )

Melvin
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Data Mining Tools

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  1. Data Mining Tools • DBminer Technology Inc.: DBMiner 2.0 (http://www.dbminer.com/) • Megaputer Intelligence: PolyAnalyst 4.6 (http://www.megaputer.com/) • Microsoft SQL Server 2000: Analysis Services (http://www.microsoft.com/sql/) • Microsoft Research: WinMine Toolkit (http://research.microsoft.com/~dmax/WinMine/tooldoc.htm)

  2. Data Mining Tools (cont’d) • University of Waikato: WEKA (http://www.cs.waikato.ac.nz/~ml/weka/)

  3. DBminer Technology Inc.:DBMiner 2.0 • Integrates with Microsoft SQL Server 2000 Analysis Services • Requires creation of OLAP cubes • Mining algorithms: • Association • Classification • Clustering • Companion software of textbook by Jiawei Han

  4. Megaputer Intelligence:PolyAnalyst 4.6 • Import data from text files, ODBC data sources, Microsoft SQL Server, Oracle, etc. • Easy to use user interface • Lots of data mining algorithms • 30 days evaluation license (limited to 15,000 records)

  5. Microsoft SQL Server 2000: Analysis Services • Mining OLAP cubes or relational databases • Mining algorithms • Microsoft Decision Tree • Microsoft Clustering • API for adding new algorithms • 120 days evaluation license

  6. Microsoft Research:WinMine Toolkit • Imports data from SQL Server and text files • Outputs Dependency Network and Bayesian Network • Some command line typing is required • Free

  7. University of Waikato (NZ):WEKA • Waikato Environment for Knowledge Analysis (WEKA) • Developed in Java by the Department of Computer Science • Command line or GUI • Lots of algorithms or add your own • Free

  8. Demo

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