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Principles Of Data Mining
The rapid growth and integration of databases provides scientists, engineers, and business people with a vast new resource that can be analyzed to make scientific discoveries, optimize industrial systems, and uncover financially valuable patterns. To undertake these large data mining projects, resea...
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| Médium: | Printed Book |
| Vydáno: |
New Delhi
PHI Learning
2009
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| Vydání: | Eastern Economy Edition |
| Témata: |
Obsah:
- Introduction
- Measurement and data
- Visualizing and exploring data
- Data analysis and uncertainty
- A systematic overview of data mining algorithms
- Models and patterns
- Score functions for data mining algorithms
- Search and optimization methods
- Descriptive modeling
- Predictive modeling for classification
- Predictive modeling for regression
- Data organization and databases
- Finding patterns and rules
- Retrieval by content.