Utility-based learning from data
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton :
Chapman & Hall/CRC ,
c2011
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| Subjects: |
Table of Contents:
- 1. Introduction
- 2. Mathematical preliminaries
- 3. The horse race
- 4. Elements of utility theory
- 5. The horse race and utility
- 6. Select methods for measuring model performance
- 7. A utility-based approach to information theory
- 8. Utility-based performance measurement
- 9. Select methods for estimating probabilistic models
- 10. A utility-based approach to probability estimation
- 11. Extension
- 12. Select applications