Data Mining Tools

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/toold
  oc.htm)

2
Data Mining Tools (contd)

• 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 IntelligencePolyAnalyst 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 ResearchWinMine 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