686 search results - page 48 / 138 » Minimax Probability Machine |
114
Voted
ICML
2000
IEEE
15 years 5 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...
111
Voted
COLT
2004
Springer
15 years 4 months ago
2004
Springer
We study the problem of classifying data in a given taxonomy when classifications associated with multiple and/or partial paths are allowed. We introduce an incremental algorithm u...
100
Voted
EUROSYS
2008
ACM
15 years 10 months ago
2008
ACM
Object replication is a common approach to enhance the availability of distributed data-intensive services and storage systems. Many such systems are known to have highly skewed o...
112
Voted
ACL
2004
15 years 2 months ago
2004
Discriminative methods have shown significant improvements over traditional generative methods in many machine learning applications, but there has been difficulty in extending th...
103
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ECML
2003
Springer
15 years 6 months ago
2003
Springer
Abstract. In this work we investigate several issues in order to improve the performance of probabilistic estimation trees (PETs). First, we derive a new probability smoothing that...