Data mining algorithms explained using R

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 c...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Cichosz, Pawel
Format: E-Book Buch
Sprache:Englisch
Veröffentlicht: Chichester Wiley 2015
John Wiley & Sons, Incorporated
Wiley-Blackwell
Ausgabe:1st ed.
Schlagworte:
Computer algorithms
Data mining
MATHEMATICS
Probability & Statistics
R (Computer program language)
ISBN:111833258X, 9781118950845, 9781118332580, 1118950844, 1118950801, 9781118950807
Online-Zugang:Volltext
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Beschreibung
Zusammenfassung: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. The author presents many of the important topics and methodologies widely used in data mining, whilst demonstrating the internal operation and usage of data mining algorithms using examples in R.
Bibliographie:Includes bibliographical references and index
ISBN:111833258X
9781118950845
9781118332580
1118950844
1118950801
9781118950807
DOI:10.1002/9781118950951