3716 search results - page 217 / 744 » On the monotonization of the training set |
207
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ICML
1999
IEEE
16 years 7 months ago
1999
IEEE
AdaCost, a variant of AdaBoost, is a misclassification cost-sensitive boosting method. It uses the cost of misclassifications to update the training distribution on successive boo...
WWW
2008
ACM
16 years 7 months ago
2008
ACM
In this paper we propose a method for predicting the ranking position of a Web page. Assuming a set of successive past top-k rankings, we study the evolution of Web pages in terms...
163
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MCS
2009
Springer
16 years 1 months ago
2009
Springer
An ensemble is generated by training multiple component learners for a same task and then combining them for predictions. It is known that when lots of trained learners are availab...
123
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ICASSP
2009
IEEE
16 years 1 months ago
2009
IEEE
Adding punctuation and capitalization greatly improves the readability of automatic speech transcripts. We discuss an approach for performing both tasks in a single pass using a p...
188
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ISNN
2009
Springer
16 years 1 months ago
2009
Springer
In real-world applications, it has been observed that class imbalance (significant differences in class prior probabilities) may produce an important deterioration of the classifie...