Insight into Data Preprocessing: Theory and Practice
Data Mining Perspective
(Sprache: Englisch)
In real world datasets, lots of redundant and conflicting data exists. The performance of a classification algorithm in data mining is greatly affected by noisy information (i.e. redundant and conflicting data). These arameters not only increase the cost of...
Leider schon ausverkauft
versandkostenfrei
Buch
49.00 €
24 DeutschlandCard Punkte
sammeln
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenlose Rücksendung
Produktdetails
Produktinformationen zu „Insight into Data Preprocessing: Theory and Practice “
Klappentext zu „Insight into Data Preprocessing: Theory and Practice “
In real world datasets, lots of redundant and conflicting data exists. The performance of a classification algorithm in data mining is greatly affected by noisy information (i.e. redundant and conflicting data). These arameters not only increase the cost of mining process, but also degrade the detection performance of the classifiers. They have to be removed to increase the efficiency and accuracy of the classifiers. This process is called as the tuning of the dataset.Insight into Data pre-processing: Theory and Practice is the master reference that practitioners and researchers have long been seeking. It is also the obvious choice for academic and industry people.Features-1.Provides in-depth, practical coverage of essential data preprocessing topics, including data cleaning, integration, transformation, reduction and discretization. 2.Addresses the method to deals with redundant and conflicting pattern.
Bibliographische Angaben
- Autoren: Subramanian alias Balamurugan Appavu , A. B. Arockia Christopher
- 2012, Aufl., 72 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 3848430622
- ISBN-13: 9783848430628
Sprache:
Englisch
Kommentar zu "Insight into Data Preprocessing: Theory and Practice"
0 Gebrauchte Artikel zu „Insight into Data Preprocessing: Theory and Practice“
| Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
|---|
Schreiben Sie einen Kommentar zu "Insight into Data Preprocessing: Theory and Practice".
Kommentar verfassen