CRISP-DM (CRoss-Industry Standard Process for Data Mining)

[bhanu panjwani]

CRISP-DM (CRoss-Industry Standard Process for Data Mining )

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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