945 search results - page 4 / 189 » Improved Boosting Algorithms using Confidence-Rated Predicti... |
114
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AUSAI
2001
Springer
15 years 5 months ago
2001
Springer
Abstract. Wrappers have recently been used to obtain parameter optimizations for learning algorithms. In this paper we investigate the use of a wrapper for estimating the correct n...
81
Voted
NIPS
2007
15 years 2 months ago
2007
This paper studies boosting algorithms that make a single pass over a set of base classifiers. We first analyze a one-pass algorithm in the setting of boosting with diverse base...
130
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IWBRS
2005
Springer
15 years 6 months ago
2005
Springer
Though AdaBoost has been widely used for feature selection and classifier learning, many of the selected features, or weak classifiers, are redundant. By incorporating mutual infor...
146
Voted
SIGIR
2011
ACM
14 years 3 months ago
2011
ACM
Pseudo-relevance feedback has proven effective for improving the average retrieval performance. Unfortunately, many experiments have shown that although pseudo-relevance feedback...
111
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BMCBI
2008
15 years 24 days ago
2008
Background: Determining the function of uncharacterized proteins is a major challenge in the post-genomic era due to the problem's complexity and scale. Identifying a protein...