No | Label | Action | Includes |
1 | Business Understanding | Business Objectives | Background
Business objectives Business Success Criteria |
Assess Situation | List of requirements
Assumption and constraints Risks and contingencies Terminology Cost and benefit |
||
Data Mining Outcomes | Data mining goals
Data mining success criteria |
||
Project Plan | A project plan
Assessment of likely tools and techniques |
||
2 | Data Understanding | Collect Initial Data | Initial data collection report |
Describe Data | Data description report | ||
Explore Data | Data exploration report | ||
Verify Data Quality | Data quality report | ||
3 | Data Preparation | Select Data | Rational for inclusion/ exclusion |
Clean Data | Data cleaning report | ||
Construct Data | Derived attributes
Generates report |
||
Integrate Data | Merge Data | ||
Format Data | Reformat data
Revised parameter settings |
||
4 | Modeling | Select Modeling Techniques | Modeling technique
Modeling assumptions |
Generate Test Design | Test Design | ||
Build Model | Parameter Settings
Models Model Description |
||
Assess Model | Model assessment
Revised parameter settings |
||
5 | Evaluation | Evaluate Results | Assessment of data
Approve model |
Review Process | Review process | ||
Determine Next Step | List of future actions decisions | ||
6 | Deployment | Plan Deployment | Deployment plan |
Plan Monitoring & Maintenance | Monitoring and maintenance plan | ||
Produce Final Report | Final reportFinal presentation | ||
Review Project | Document experience |
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