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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/ )

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Data Mining Tools

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Data mining tools l.jpg

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)


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Data Mining Tools (cont’d)

  • University of Waikato: WEKA (http://www.cs.waikato.ac.nz/~ml/weka/)


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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


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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)


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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


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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


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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


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Demo


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