| Record Type: |
Electronic resources
: monographic
|
| Title Information: |
theory and applications |
| Author: |
RokachLior, |
| Alternative Intellectual Responsibility: |
MaimonOded, |
| Place of Publication: |
New Jersey |
| Published: |
World Scientific; |
| Year of Publication: |
2015 |
| Edition: |
2nd ed. |
| Description: |
1 online resource (xxi, 305 p.)ill. : |
| Series: |
Series in Machine Perception and Artificial Intelligence |
| Subject: |
Data mining - |
| Subject: |
Decision trees - |
| Subject: |
Machine learning - |
| Subject: |
Decision support systems - |
| Online resource: |
http://www.worldscientific.com/worldscibooks/10.1142/9097#t=toc |
| Notes: |
Print version record |
| Summary: |
Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced. This 2nd Edition is dedicated entirely to the field of decision trees in data mining; to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new ed. |
| ISBN: |
9789814590082electronic bk. |
| ISBN: |
9814590088electronic bk. |