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1. |
Record Nr. |
UNINA9910960923203321 |
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Autore |
Witten I. H (Ian H.) |
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Titolo |
Data mining : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank, Mark A. Hall |
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Pubbl/distr/stampa |
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Amsterdam, : Elsevier/Morgan Kaufmann, 2011 |
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ISBN |
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9786612953880 |
9781282953888 |
1282953885 |
9780080890364 |
0080890369 |
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Edizione |
[3rd ed.] |
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Descrizione fisica |
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1 online resource (665 p.) : ill |
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Collana |
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The Morgan Kaufmann Series in Data Management Systems |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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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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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. |
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Sommario/riassunto |
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Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting |
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outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizatio |
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2. |
Record Nr. |
UNINA9910663787503321 |
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Titolo |
Critical approaches to the history of western herbal medicine : from classical antiquity to the early modern period / / edited by Susan Francia and Anne Stobart |
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Pubbl/distr/stampa |
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London ; ; New Delhi ; ; New York : , : Bloomsbury, , 2014 |
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ISBN |
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9781441143570 |
1441143572 |
9781785392795 |
1785392794 |
9781474210577 |
1474210570 |
9781441185808 |
1441185801 |
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Descrizione fisica |
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1 online resource (366 p.) |
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Disciplina |
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Soggetti |
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Herbs - Therapeutic use |
Materia medica, Vegetable |
Western countries |
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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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pt. 1. Revisiting original texts comparative textual analysis and new perspectives on original sources -- pt. 2. Using archival sources extending the evidence available -- pt. 3. Focusing on one individual biographical and other textual sources -- pt. 4. The multi-disciplinary nature of the history of herbal medicine, and contributions from archaeology and ethnobotany. |
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Sommario/riassunto |
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"Why has the history of Western herbal medicine received such little |
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research coverage in any systematic and authoritative way, even though it has figured large in both lay and learned healthcare of the past? What methods and sources are most appropriate for the study of medicinal herbs and herbal practices of the past? This collection provides historians with a coherent guide to a variety of sources in relation to medicinal plants that they have thus far lacked. Critical Approaches to the History of Western Herbal Medicine encourages a serious re-assessment of research in the history of herbal medicine and provides examples of appropriate methodologies and critical examinations of relevant sources. In this innovative collection, historians and researchers from a range of disciplines come together to share material on the identification and use of medicinal plants, the activities of people involved with herbal medicine and the investigation of past herbal therapeutic beliefs and practice. Classical and medieval scholars, social and literary historians, archaeologists and ethnobotanists all contribute to this exploration of the history of Western herbal medicine."--Bloomsbury Publishing. |
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