A New decision Tree Induction Using Composite Splitting Criterion

C4.5 algorithm is the most widely used algorithm in the decision trees so far and obviously the most popular heuristic function is gain ratio. This heuristic function has a serious disadvantage – towards dealing with irrelevant featured data sources. The hill climbing is a machine learning technique...

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Bibliographic Details
Main Authors: Kiran Kumar Reddi, Mrithyumjaya Rao Kuppa, Ali Mirza Mahmood
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2010-01-01
Series:Journal of Applied Computer Science & Mathematics
Subjects:
Online Access:http://jacs.usv.ro/getpdf.php?issue=9&paperid=911