Thalia.de

Data Mining with Rattle and R

The Art of Excavating Data for Knowledge Discovery

pData mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of data, the choice of tools, and the choice of algorithms./ppThroughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining, Williams guides the reader through various capabilities of the easy to use, free, and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing./ppThe book covers data understanding, data preparation, data refinement, model building, model evaluation, and practical deployment. The reader will learn to rapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power, and more, of the many commercial offerings./p
Rezension
From the book reviews:
"The text does a great job of showing how to do each step using the data mining tool Rattle and related R concepts as appropriate. This makes it a great tool for someone who does not know much about R and wants to learn more about the powerful options available in R for data mining." (Roger M. Sauter, Technometrics, Vol. 54 (3), August, 2012)
"This text is a manual for the impressive Rattle graphical user interface (GUI) for R, describing both the use of the GUI and the R code that is invoked to carry out the computations. ... Data analysts ... are likely to find Rattle a helpful tool that will allow them to quickly become productive with R. ... There is extensive useful practical advice on data preparation and data manipulation. ... is well suited for use in intermediate level courses on regression or classification." (John H. Maindonald, International Statistical Review, Vol. 80 (1), 2012)
Portrait

Dr Graham Williams is Senior Director of Analytics with the Australian Taxation Office, and previously Principal Computer Scientist for Data Mining with CSIRO. He is also Visiting Professor and Senior International Scientist with the Shenzhen Institutes of Advanced Analytics of the Chinese Academy of Sciences, Adjunct Professor, Data Mining, Fraud Prevention, Security, University of Canberra, and Adjunct Professor, Australian National University. Graham regularly teaches data mining courses and is author of the freely available, open source data mining system, Rattle. He has been involved in many data mining projects for clients from government and industry over his long career. His research developments included ensemble learning (1980's) and hot spots discovery (1990's). He is actively involved in the international artificial intelligence and data mining research communities, particularly as chair of the Pacific Asia Knowledge Discovery and Data Mining conference series and founder and co-chair of the Australasian Data Mining conference series. Graham has editted a number of books and authored many academic and industry papers and reports. His current focus is on making data mining technology readily accessible, ensuring research, innovation and discovery are repeatable and available, and encouraging the free and open sharing of knowledge.

Zitat
From the reviews:"This text is a manual for the impressive Rattle graphical user interface (GUI) for R, describing both the use of the GUI and the R code that is invoked to carry out the computations. ... Data analysts ... are likely to find Rattle a helpful tool that will allow them to quickly become productive with R. ... There is extensive useful practical advice on data preparation and data manipulation. ... is well suited for use in intermediate level courses on regression or classification." (John H. Maindonald, International Statistical Review, Vol. 80 (1), 2012)
… weiterlesen
In den Warenkorb
Filialabholung

Versandkostenfrei

Bezahlung bei Abholung

Beschreibung

Produktdetails


Einband Taschenbuch
Seitenzahl 374
Erscheinungsdatum 04.08.2011
Sprache Englisch
ISBN 978-1-4419-9889-7
Verlag Springer
Maße (L/B/H) 235/155/21 mm
Gewicht 676
Abbildungen 15 schwarzweisse Abbilmit 80 FarbabbildungenFarbabb., 1 Tabellen
Auflage 2011.
Buch (Taschenbuch, Englisch)
61,99
inkl. gesetzl. MwSt.
Sofort lieferbar
Versandkostenfrei
In den Warenkorb
Filialabholung

Versandkostenfrei

Bezahlung bei Abholung

Andere Kunden interessierten sich auch für

  • 45243079
    Fantastic Beasts and Where to Find Them. The Original Screenplay
    von Joanne K. Rowling
    (4)
    Buch
    14,95 bisher 16,99
  • 44725232
    Harry Potter and the Cursed Child - Parts I & II (Special Rehearsal Edition)
    von Joanne K. Rowling
    (34)
    Buch
    19,99
  • 39151356
    Harry Potter: The Complete Collection
    von Joanne K. Rowling
    (3)
    Buch
    48,95 bisher 71,99
  • 42769827
    The Girl on the Train
    von Paula Hawkins
    (1)
    Buch
    7,40
  • 45571862
    ZAYN
    von Zayn
    (3)
    Buch
    17,95 bisher 23,11
  • 30674192
    A Raisin in the Sun
    von Lorraine Hansberry
    (1)
    Buch
    6,80
  • 43564382
    Milk and Honey
    von Rupi Kaur
    Buch
    12,99 bisher 14,99
  • 34910866
    The Life List
    von Lori Nelson Spielman
    (5)
    Buch
    6,99 bisher 9,70
  • 39151343
    Harry Potter 1 and the Philosopher's Stone
    von Joanne K. Rowling
    (1)
    Buch
    7,90
  • 3061941
    A Raisin in the Sun
    von Lorraine Hansberry
    Buch
    6,99
  • 6609307
    Fahrenheit 451
    von Ray Bradbury
    (2)
    Schulbuch
    10,25
  • 42413879
    All the Light We Cannot See
    von Anthony Doerr
    (2)
    Buch
    7,85 bisher 10,49
  • 38930428
    We Were Liars
    von E. Lockhart
    (6)
    Buch
    7,99 bisher 10,49
  • 17345365
    Looking for Alaska
    von John Green
    (2)
    Schulbuch
    10,25
  • 31405171
    Game of Thrones 5-Copy Boxed Set
    von George R. R. Martin
    (5)
    Buch
    25,90 bisher 37,49
  • 44896091
    Born to Run
    von Bruce Springsteen
    Buch
    18,95
  • 29974749
    Me Before You
    von Jojo Moyes
    (6)
    Buch
    8,85 bisher 11,80
  • 43809866
    It Ends with Us
    von Colleen Hoover
    (1)
    Buch
    8,99 bisher 11,50
  • 32901389
    The Hunger Games
    von Suzanne Collins
    (1)
    Schulbuch
    8,99
  • 4570744
    The Curious Incident of the Dog in the Night-Time
    von Mark Haddon
    (7)
    Buch
    6,99

Kundenbewertungen


Es wurden noch keine Bewertungen geschrieben.

Wird oft zusammen gekauft

Data Mining with Rattle and R

Data Mining with Rattle and R

von Graham Williams

Buch
61,99
+
=
Android

Android

von Stefan Schwark

Buch
34,80
+
=

für

96,79

inkl. gesetzl. MwSt.

Alle kaufen