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Data Mining Algorithms de Pawel Cichosz

Data Mining Algorithms

Autor Pawel Cichosz
en Limba Engleză Hardback – 27 ian 2015
-This book narrows down the scope of data mining by adopting a heavily modeling-oriented perspective---
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Specificații

ISBN-13: 9781118332580
ISBN-10: 111833258X
Pagini: 720
Dimensiuni: 175 x 250 x 43 mm
Greutate: 1.4 kg
Editura: Wiley
Locul publicării:Chichester, United Kingdom

Public țintă

Primary Market
 Academics, students involved with courses on data mining, machine learning, or the R language as well as practitioners that create or use predictive models, particularly (but not necessarily) using the R language environment.
Secondary Market
 Researchers in experimental or applied sciences that need to use data mining to create predictive models based on the data collected during their research. As well as students of computer science and related fields and computer scientists and programmers that would like to add some knowledge of data mining to their general background.

Descriere

Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and clustering models, as well as techniques used for attribute selection and transformation, model quality evaluation, and creating model ensembles.