7821 search results - page 1248 / 1565 » Nested Ordered Sets and their Use for Data Modelling |
207
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IJCNN
2006
IEEE
16 years 1 months ago
2006
IEEE
— The optimization of classification systems is often confronted by the solution over-fit problem. Solution over-fit occurs when the optimized classifier memorizes the traini...
228
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ICML
2004
IEEE
16 years 29 days ago
2004
IEEE
LASSO (Least Absolute Shrinkage and Selection Operator) is a useful tool to achieve the shrinkage and variable selection simultaneously. Since LASSO uses the L1 penalty, the optim...
223
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KELSI
2004
Springer
16 years 27 days ago
2004
Springer
Predictive toxicology is the task of building models capable of determining, with a certain degree of accuracy, the toxicity of chemical compounds. Machine Learning (ML) in general...
205
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ICVS
2003
Springer
16 years 22 days ago
2003
Springer
This paper presents an extensible architectural model for general content-based analysis and indexing of video data which can be customised for a given problem domain. Video interp...
200
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AI
2010
Springer
16 years 11 days ago
2010
Springer
Abstract. In this paper we give a systematic analysis of the relationship between imbalance and overlap as factors influencing classifier performance. We demonstrate that these t...