410 search results - page 72 / 82 » Ensembles of biased classifiers |
128
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TSE
2008
15 years 18 days ago
2008
Software defect prediction strives to improve software quality and testing efficiency by constructing predictive classification models from code attributes to enable a timely ident...
113
Voted
BMCBI
2011
14 years 7 months ago
2011
Background: Multiclass classification of microarray data samples with a reduced number of genes is a rich and challenging problem in Bioinformatics research. The problem gets hard...
102
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BMCBI
2008
15 years 24 days ago
2008
Background: Protein structure prediction methods provide accurate results when a homologous protein is predicted, while poorer predictions are obtained in the absence of homologou...
BMCBI
2006
15 years 23 days ago
2006
Background: We present a novel strategy for classification of DNA molecules using measurements from an alpha-Hemolysin channel detector. The proposed approach provides excellent c...
101
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CVPR
2005
IEEE
16 years 2 months ago
2005
IEEE
We present a novel, generic image classification method based on a recent machine learning algorithm (ensembles of extremely randomized decision trees). Images are classified usin...