2005 DataMiningPracticalMLTools
- (Witten & Frank, 2005) ⇒ Ian H. Witten, and Eibe Frank. (2005). "Data Mining: Practical machine learning tools and techniques, Second Edition." Morgan Kaufmann. ISBN:0120884070
Subject Headings: Data Mining Text Book, Weka System.
Notes
- It is the second edition to (Witten & Frank, 2000).
- http://books.google.com/books/elsevier?id=QTnOcZJzlUoC
Cited By
Quotes
Book Overview
The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights for the new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; comprehensive information on neural networks; a new section on Bayesian networks; plus much more.
Table of Contents
Engineering the input and output p.285
The Weka machine learning workbench p.363
The Explorer p.369
The Experimenter p.437
The commandline interface p.449
Embedded machine learning p.461
Writing new learning schemes p.471
References
,
| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2005 DataMiningPracticalMLTools | Ian H. Witten Eibe Frank | Data Mining: Practical machine learning tools and techniques, Second Edition | http://200.201.9.37/mestrado/docs/WittenFrank.pdf | 2005 |