1863 search results - page 285 / 373 » A supervised learning approach for imbalanced data sets |
141
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ICML
1998
IEEE
16 years 5 months ago
1998
IEEE
We study the problem of learning to accurately rank a set of objects by combining a given collection of ranking or preference functions. This problem of combining preferences aris...
126
Voted
CIKM
2000
Springer
15 years 9 months ago
2000
Springer
RankBoost is a recently proposed algorithm for learning ranking functions. It is simple to implement and has strong justifications from computational learning theory. We describe...
142
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BMCBI
2008
15 years 4 months ago
2008
Background: Predicting a protein's structural or functional class from its amino acid sequence or structure is a fundamental problem in computational biology. Recently, there...
131
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SIGGRAPH
2010
ACM
15 years 9 months ago
2010
ACM
We present a technique for learning clothing models that enables the simultaneous animation of thousands of detailed garments in real-time. This surprisingly simple conditional mo...
141
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JMLR
2008
15 years 4 months ago
2008
Feature ranking is a fundamental machine learning task with various applications, including feature selection and decision tree learning. We describe and analyze a new feature ran...