228 search results - page 1 / 46 » A Survey of Methods for Scaling Up Inductive Algorithms |
DATAMINE
1999
13 years 10 months ago
1999
Abstract. One of the de ning challenges for the KDD research community is to enable inductive learning algorithms to mine very large databases. This paper summarizes, categorizes, ...
IFIP12
2008
14 years 9 days ago
2008
Top Down Induction of Decision Trees (TDIDT) is the most commonly used method of constructing a model from a dataset in the form of classification rules to classify previously unse...
KDD
1997
ACM
14 years 3 months ago
1997
ACM
CORR
2000
Springer
13 years 10 months ago
2000
Springer
When comparing inductive logic programming (ILP) and attribute-value learning techniques, there is a trade-off between expressive power and efficiency. Inductive logic programming ...
ICPR
2000
IEEE
14 years 3 months ago
2000
IEEE
In the recent years support vector machines (SVMs) have been successfully applied to solve a large number of classification problems. Training an SVM, usually posed as a quadrati...