3395 search results - page 162 / 679 » Learning to efficiently rank |
111
Voted
ECML
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. The area under the ROC curve (AUC) has been widely used to measure ranking performance for binary classification tasks. AUC only employs the classifier’s scores to ra...
159
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MLDM
2007
Springer
15 years 9 months ago
2007
Springer
Recursive Feature Elimination (RFE) combined with feature ranking is an effective technique for eliminating irrelevant features when the feature dimension is large, but it is diffi...
166
Voted
GROUP
2010
ACM
15 years 1 months ago
2010
ACM
Looking for source code on the Web is a common practice among software developers. Previous research has shown that developers use social cues over technical cues to evaluate sour...
122
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Markov decision processes are an effective tool in modeling decision-making in uncertain dynamic environments. Since the parameters of these models are typically estimated from da...
120
Voted
WWW
2007
ACM
16 years 4 months ago
2007
ACM
The Biased Minimax Probability Machine (BMPM) constructs a classifier which deals with the imbalanced learning tasks. In this paper, we propose a Second Order Cone Programming (SO...