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中图分类法:
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TP181 版次： |
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著者:
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Saitta, L. |
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题名:
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Phase transitions in machine learning / / , |
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出版发行:
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出版地： Cambridge ; 出版社： Cambridge University Press, 出版日期： c2011. |
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载体形态:
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xv, 383 p. : ill. ; 26 cm. |
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内容提要:
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"Phase transitions typically occur in combinatorial computational problems and have important consequences, especially with the current spread of statistical relational learning and as sequence learning methodologies. In Phase Transitions in Machine Learning the authors begin by describing in detail this phenomenon and the extensive experimental investigation that supports its presence. They then turn their attention to the possible implications and explore appropriate methods for tackling them"--Provided by publisher. |
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主题词:
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Machine learning. |
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主题词:
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Phase transformations (Statistical physics) |
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主要责任者:
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Giordana, Attilio. |
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主要责任者:
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Cornuejols, Antoine. |
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索书号:
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1 |