98 search results - page 5 / 20 » Branching on Attribute Values in Decision Tree Generation |
EDBT
2000
ACM
14 years 1 days ago
2000
ACM
Decision tree induction algorithms scale well to large datasets for their univariate and divide-and-conquer approach. However, they may fail in discovering effective knowledge when...
DIS
2005
Springer
14 years 1 months ago
2005
Springer
We consider the problem of discovering the optimal pattern from a set of strings and associated numeric attribute values. The goodness of a pattern is measured by the correlation b...
JMLR
2010
13 years 3 months ago
2010
Current research on data stream classification mainly focuses on certain data, in which precise and definite value is usually assumed. However, data with uncertainty is quite natu...
KDD
1999
ACM
14 years 21 days ago
1999
ACM
Satisfying the basic requirements of accuracy and understandability of a classifier, decision tree classifiers have become very popular. Instead of constructing the decision tree ...
BIBM
2009
IEEE
14 years 1 months ago
2009
IEEE
The primary objective of disparities research is to model the differences across multiple groups and identify the groups that behave significantly different from each other. Indep...