1216 search results - page 35 / 244 » Predicting relative performance of classifiers from samples |
113
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BMCBI
2010
15 years 18 days ago
2010
Background: The prediction of protein-protein interactions is an important step toward the elucidation of protein functions and the understanding of the molecular mechanisms insid...
78
Voted
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
Learning a discriminant becomes substantially more difficult when the datasets are high-dimensional and the available samples are few. This is often the case in computer vision an...
113
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ICASSP
2010
IEEE
15 years 20 days ago
2010
IEEE
When building a classifier from clean training data for a particular test environment, knowledge about the environmental noise and channel should be taken into account. We propos...
103
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AI
2006
Springer
15 years 4 months ago
2006
Springer
Abstract. We present a performance analysis of three linear dimensionality reduction techniques: Fisher's discriminant analysis (FDA), and two methods introduced recently base...
119
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ICANN
2003
Springer
15 years 5 months ago
2003
Springer
The development of microarray technology has supplied a large volume of data to many fields. In particular, it has been applied to prediction and diagnosis of cancer, so that it ex...