3668 search results - page 469 / 734 » Margin Distribution and Learning |
146
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PKDD
2005
Springer
16 years 2 days ago
2005
Springer
Imbalanced data learning has recently begun to receive much attention from research and industrial communities as traditional machine learners no longer give satisfactory results. ...
164
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ITICSE
2004
ACM
16 years 18 hour ago
2004
ACM
In this paper, we present an assignment for a course on Design patterns at the masters level, where students have to adapt an existing program to meet additional requirements. We ...
181
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ECML
2003
Springer
15 years 11 months ago
2003
Springer
Abstract. This paper explores the use of initial Stochastic Context-Free Grammars (SCFG) obtained from a treebank corpus for the learning of SCFG by means of estimation algorithms....
190
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ICML
2000
IEEE
15 years 11 months ago
2000
IEEE
We propose a new rule induction algorithm for solving classification problems via probability estimation. The main advantage of decision rules is their simplicity and good interp...
180
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KDD
1998
ACM
15 years 10 months ago
1998
ACM
This paper develops the concept of usefulness in the context of supervised learning. We argue that usefulness can be used to improve the performance of classification rules (as me...