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Record Nr. |
UNINA9910820391603321 |
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Titolo |
Lecture notes in data mining [[electronic resource] /] / edited by Michael W. Berry, Murray Browne |
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Pubbl/distr/stampa |
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Hackensack, NJ, : World Scientific, c2006 |
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ISBN |
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1-281-37904-2 |
9786611379049 |
981-277-363-0 |
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Descrizione fisica |
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1 online resource (238 p.) |
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Altri autori (Persone) |
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BerryMichael W |
BrowneMurray |
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Disciplina |
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Soggetti |
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Data mining |
Database searching |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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CONTENTS ; Preface ; 1 Point Estimation Algorithms ; 1. Introduction ; 2. Motivation ; 3. Methods of Point Estimation ; 4. Measures of Performance ; 5. Summary ; 2 Applications of Bayes Theorem ; 1. Introduction ; 2. Motivation ; 3. The Bayes Approach for Classification |
4. Examples 5. Summary ; 3 Similarity Measures ; 1. Introduction ; 2. Motivation ; 3. Classic Similarity Measures ; 4. Example ; 5. Current Applications ; 6. Summary ; 4 Decision Trees ; 1. Introduction ; 2. Motivation ; 3. Decision Tree Algorithms |
4. Example: Classification of University Students 5. Applications of Decision Tree Algorithms ; 6. Summary ; 5 Genetic Algorithms ; 1. Introduction ; 2. Motivation ; 3. Fundamentals ; 4. Example: The Traveling-Salesman ; 5. Current and Future Applications ; 6. Summary |
6 Classification: Distance-based Algorithms 1. Introduction ; 2. Motivation ; 3. Distance |
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