Cluster and Classification Techniques for the Bios

"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 o...

Cijeli opis

Bibliografski detalji
Format: Printed Book
Izdano: Cambridge, UK Cambridge University Press 2007
Teme:
Biology > Data processing. Biology > Classification. Cluster analysis.
LEADER 01332nam a2200157Ia 4500
999 |c 27836  |d 27836 
020 |a 9780521618007 
082 |a 570.285 FIE-C 
245 |a Cluster and Classification Techniques for the Bios 
260 |a Cambridge, UK   |b Cambridge University Press  |c 2007 
300 |a  xii, 246 p.: ill ; 26 cm 
505 |a  Exploratory data analysis -- Cluster analysis -- Introduction to classification -- Classification algorithms -- Other classification methods -- Classification accuracy. 
520 |a  "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. It aims to provide a framework that will enable the reader to recognise the assumptions and constraints that are implicit in all such technique."--Jacket. 
650 |a  Biology -- Data processing. Biology -- Classification. Cluster analysis.  
942 |c BK 
952 |0 0  |1 0  |4 0  |6 570_285000000000000_FIEC  |7 0  |9 30457  |a DCB  |b DCB  |d 2015-09-01  |l 0  |o 570.285 FIE-C  |p DCB1250  |r 2015-09-01  |w 2019-07-19  |y BK 

Similar Items