Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank, Mark A. Hall |
Autore | Witten I. H (Ian H.) |
Edizione | [3rd ed.] |
Pubbl/distr/stampa | Amsterdam, : Elsevier/Morgan Kaufmann, 2011 |
Descrizione fisica | 1 online resource (665 p.) : ill |
Disciplina | 006.3/12 |
Altri autori (Persone) |
FrankEibe
HallMark A |
Collana | The Morgan Kaufmann Series in Data Management Systems |
Soggetto topico | Data mining |
Soggetto genere / forma | Electronic books. |
ISBN |
1-282-95388-5
9786612953880 0-08-089036-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Part I. Machine learning tools and techniques: 1. What's it all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer. |
Record Nr. | UNINA-9910459549103321 |
Witten I. H (Ian H.) | ||
Amsterdam, : Elsevier/Morgan Kaufmann, 2011 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank, Mark A. Hall |
Autore | Witten I. H (Ian H.) |
Edizione | [3rd ed.] |
Pubbl/distr/stampa | Amsterdam, : Elsevier/Morgan Kaufmann, 2011 |
Descrizione fisica | 1 online resource (665 p.) : ill |
Disciplina | 006.3/12 |
Altri autori (Persone) |
FrankEibe
HallMark A |
Collana | The Morgan Kaufmann Series in Data Management Systems |
Soggetto topico | Data mining |
ISBN |
1-282-95388-5
9786612953880 0-08-089036-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Part I. Machine learning tools and techniques: 1. What's it all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer. |
Record Nr. | UNINA-9910785305703321 |
Witten I. H (Ian H.) | ||
Amsterdam, : Elsevier/Morgan Kaufmann, 2011 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank, Mark A. Hall |
Autore | Witten I. H (Ian H.) |
Edizione | [3rd ed.] |
Pubbl/distr/stampa | Amsterdam, : Elsevier/Morgan Kaufmann, 2011 |
Descrizione fisica | 1 online resource (665 p.) : ill |
Disciplina | 006.3/12 |
Altri autori (Persone) |
FrankEibe
HallMark A |
Collana | The Morgan Kaufmann Series in Data Management Systems |
Soggetto topico | Data mining |
ISBN |
1-282-95388-5
9786612953880 0-08-089036-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Part I. Machine learning tools and techniques: 1. What's it all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer. |
Record Nr. | UNINA-9910822335803321 |
Witten I. H (Ian H.) | ||
Amsterdam, : Elsevier/Morgan Kaufmann, 2011 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data mining : practical machine learning tools and techniques / Ian H. Witten, Eibe Frank |
Autore | Witten, Ian H. |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Amsterdam ; Boston [Ma.] : Morgan Kaufmann, c2005 |
Descrizione fisica | xxxi, 525 p. : ill. ; 24 cm |
Disciplina | 006.3 |
Altri autori (Persone) | Frank, Eibe |
Collana | The Morgan Kaufmann series in data management systems |
Soggetto non controllato |
Basi di dati
Data mining |
ISBN | 0-12-088407-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-990008474970403321 |
Witten, Ian H. | ||
Amsterdam ; Boston [Ma.] : Morgan Kaufmann, c2005 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data mining : practical machine learning tools and techniques / Ian H. Witten, Eibe Frank |
Autore | Witten, Ian H. |
Edizione | [2. ed.] |
Pubbl/distr/stampa | Boston : Morgan Kaufman, c2005 |
Descrizione fisica | XXXi, 525 p. : ill. ; 25 cm |
Disciplina | 006.3 |
Altri autori (Persone) | Frank, Eibe |
Collana | The morgan Kaufmann series in data management systems |
Soggetto non controllato | Intelligenza artificiale |
ISBN | 978-0-12-088407-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNIPARTHENOPE-000008289 |
Witten, Ian H. | ||
Boston : Morgan Kaufman, c2005 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Parthenope | ||
|
Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank |
Autore | Witten I. H (Ian H.) |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 |
Descrizione fisica | 1 online resource (xxxi, 524 p.) : ill |
Disciplina | 006.3 |
Altri autori (Persone) | FrankEibe |
Collana | Morgan Kaufmann series in data management systems |
Soggetto topico |
Data mining
Database searching |
Soggetto genere / forma | Electronic books. |
ISBN |
9786611008062
0-08-047702-X 9781423722442 1-281-00806-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | PART I: MACHINE LEARNING TOOLS AND TECHNIQUES; 1 What's it all about?; 2 Input: Concepts, instances, and attributes; 3 Output: Knowledge representation; 4 Algorithms: The basic methods; 5 Credibility: Evaluating what's been learned; 6 Implementations: Real machine learning schemes; 7 Transformations: Engineering the input and output; 8 Moving on: Extensions and applications; PART II: THE WEKA MACHINE LEARNING WORKBENCH; 9 Introduction to Weka; 10 The Explorer; 11 The Knowledge Flow Interface; 12 The Experimenter; 13 The Command-Line Interface; 14 Embedded machine learning; 15 Writing New Learning Schemes; References; Index; About the Authors. |
Record Nr. | UNINA-9910449698103321 |
Witten I. H (Ian H.) | ||
Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank |
Autore | Witten I. H (Ian H.) |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 |
Descrizione fisica | 1 online resource (xxxi, 524 p.) : ill |
Disciplina | 006.3 |
Altri autori (Persone) | FrankEibe |
Collana | Morgan Kaufmann series in data management systems |
Soggetto topico |
Data mining
Database searching |
ISBN |
9786611008062
0-08-047702-X 9781423722442 1-281-00806-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | PART I: MACHINE LEARNING TOOLS AND TECHNIQUES; 1 What's it all about?; 2 Input: Concepts, instances, and attributes; 3 Output: Knowledge representation; 4 Algorithms: The basic methods; 5 Credibility: Evaluating what's been learned; 6 Implementations: Real machine learning schemes; 7 Transformations: Engineering the input and output; 8 Moving on: Extensions and applications; PART II: THE WEKA MACHINE LEARNING WORKBENCH; 9 Introduction to Weka; 10 The Explorer; 11 The Knowledge Flow Interface; 12 The Experimenter; 13 The Command-Line Interface; 14 Embedded machine learning; 15 Writing New Learning Schemes; References; Index; About the Authors. |
Record Nr. | UNINA-9910783456403321 |
Witten I. H (Ian H.) | ||
Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank |
Autore | Witten I. H (Ian H.) |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 |
Descrizione fisica | 1 online resource (xxxi, 524 p.) : ill |
Disciplina | 006.3 |
Altri autori (Persone) | FrankEibe |
Collana | Morgan Kaufmann series in data management systems |
Soggetto topico |
Data mining
Database searching |
ISBN |
9786611008062
0-08-047702-X 9781423722442 1-281-00806-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | PART I: MACHINE LEARNING TOOLS AND TECHNIQUES; 1 What's it all about?; 2 Input: Concepts, instances, and attributes; 3 Output: Knowledge representation; 4 Algorithms: The basic methods; 5 Credibility: Evaluating what's been learned; 6 Implementations: Real machine learning schemes; 7 Transformations: Engineering the input and output; 8 Moving on: Extensions and applications; PART II: THE WEKA MACHINE LEARNING WORKBENCH; 9 Introduction to Weka; 10 The Explorer; 11 The Knowledge Flow Interface; 12 The Experimenter; 13 The Command-Line Interface; 14 Embedded machine learning; 15 Writing New Learning Schemes; References; Index; About the Authors. |
Record Nr. | UNINA-9910826885403321 |
Witten I. H (Ian H.) | ||
Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data mining : practical machine learning tools and techniques with java implementations / Ian H. Witten, Eibe Frank |
Autore | Witten, Ian H. |
Pubbl/distr/stampa | San Francisco [Ca.] : Morgan Kaufmann, ©2000 |
Descrizione fisica | xxv, 369 p. ; 24 cm |
Disciplina | 005.74 |
Altri autori (Persone) | Frank, Eibe |
Collana | The Morgan Kaufmann series in data management systems |
Soggetto non controllato |
Basi di dati
Java |
ISBN | 1-55860-552-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-990001448840403321 |
Witten, Ian H. | ||
San Francisco [Ca.] : Morgan Kaufmann, ©2000 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data mining : practical machine learning tools and techniques with Java implementations / Ian H. Witten, Eibe Frank |
Autore | Witten, Ian H. |
Pubbl/distr/stampa | San Francisco : Morgan Kaufmann, c2000 |
Descrizione fisica | XXVI, 369 p. ; 24 cm |
Disciplina | 0061.3 |
Altri autori (Persone) | Frank, Eibe |
Collana | The Morgan Kaufmann series in data management systems |
Soggetto non controllato | Intelligenza artificiale |
ISBN | 1-55860-552-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Titolo uniforme | |
Record Nr. | UNIPARTHENOPE-000032306 |
Witten, Ian H. | ||
San Francisco : Morgan Kaufmann, c2000 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Parthenope | ||
|