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| LEADER |
00000cam a2200000 7i4500 |
| 001 |
0000074737 |
| 005 |
20110921093000.0 |
| 008 |
110622s2011 flu eng |
| 020 |
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|a 9781584886228
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| 090 |
0 |
0 |
|a Q325.5
|b .F75 2011
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| 100 |
1 |
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|a Friedman, Craig ,
|e author
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| 245 |
1 |
0 |
|a Utility-based learning from data
|c Craig Friedman, Sven Sandow
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| 260 |
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|a Boca Raton :
|b Chapman & Hall/CRC ,
|c c2011
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| 300 |
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|a xix, 397 p. :
|b ill ;
|c 24 cm.
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| 504 |
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|a Includes bibliographical references (p.379-389) and index
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| 505 |
0 |
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|a 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
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| 650 |
|
0 |
|a Machine learning
|
| 700 |
1 |
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|a Sandow, Sven ,
|e author
|
| 999 |
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|a 1000141639
|b Book
|c OPEN SHELF (30 DAYS)
|e Gong Badak Campus
|