06-06-2012, 02:40 PM
CRISP-DM (CRoss-Industry Standard Process for Data Mining )
CRISP-DM.ppt (Size: 516 KB / Downloads: 0)
Why Should There be a Standard Process
The data mining process must be reliable and repeatable by people with little data mining background.
Framework for recording experience
Allows projects to be replicated
Aid to project planning and management
“Comfort factor” for new adopters
Demonstrates maturity of Data Mining
Reduces dependency on “stars”
CRISP-DM
Non-proprietary
Application/Industry neutral
Tool neutral
Focus on business issues
As well as technical analysis
Framework for guidance
Experience base
Templates for Analysis
Summary
Why CRISP-DM?
The data mining process must be reliable and repeatable by people with little data mining skills
CRISP-DM provides a uniform framework for
- guidelines
- experience documentation
CRISP-DM is flexible to account for differences
- Different business/agency problems
- Different data
