2177 search results - page 272 / 436 » Relative Margin Machines |
158
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ECML
2007
Springer
16 years 6 days ago
2007
Springer
Averaged One-Dependence Estimators (AODE) classifies by uniformly aggregating all qualified one-dependence estimators (ODEs). Its capacity to significantly improve naive Bayes...
116
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ECML
2007
Springer
16 years 6 days ago
2007
Springer
In this paper, we propose a new and general preprocessor algorithm, called CSRoulette, which converts any cost-insensitive classification algorithms into cost-sensitive ones. CSRou...
152
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ECML
2007
Springer
16 years 6 days ago
2007
Springer
Abstract. Explanation based learning produces generalized explanations from examples. These explanations are typically built in a deductive manner and they aim to capture the essen...
166
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ECML
2007
Springer
16 years 6 days ago
2007
Springer
The stability of sample based algorithms is a concept commonly used for parameter tuning and validity assessment. In this paper we focus on two well studied algorithms, LSI and PCA...
151
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ICALT
2006
IEEE
16 years 3 days ago
2006
IEEE
The fast development of technologies requires specialized skills that need to be renewed frequently. For example, the semantic web technologies related to knowledge centric organi...