HUDU

Cluster and Classification Techniques for the Biosciences

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Februar 2007

Beschreibung

Beschreibung

Recent advances in experimental methods have resulted in the generation of enormous volumes of data across the life sciences. Hence clustering and classification techniques that were once predominantly the domain of ecologists are now being used more widely. This book provides an overview of these important data analysis methods, from long-established statistical methods to more recent machine learning techniques.

Inhaltsverzeichnis

1. Introduction; 2. Exploratory data analysis; 3. Cluster analysis; 4. Introduction to classification; 5. Classification algorithms I; 6. Other classification methods; 7. Classification accuracy; Appendices; References.

Portrait

Alan H. Fielding is Senior Lecturer in the Division of Biology at Manchester Metropolitan University.

Pressestimmen

"...the book contains quite a lot of useful material for those embarking in this area..." - Morven Leese, Biometrics
EAN: 9780521618007
ISBN: 0521618002
Untertitel: Sprache: Englisch.
Verlag: CAMBRIDGE UNIV PR
Erscheinungsdatum: Februar 2007
Seitenanzahl: 246 Seiten
Format: kartoniert
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