27 search results - page 1 / 6 » Fast and Accurate Gene Prediction by Decision Tree Classific... |
SDM
2010
SIAM
14 years 18 days ago
2010
SIAM
Gene prediction is one of the most challenging tasks in genome analysis, for which many tools have been developed and are still evolving. In this paper, we present a novel gene pr...
BMCBI
2006
13 years 11 months ago
2006
Background: We have recently introduced a predictive framework for studying gene transcriptional regulation in simpler organisms using a novel supervised learning algorithm called...
BMCBI
2010
13 years 11 months ago
2010
Background: S. cerevisiae, A. thaliana and M. musculus are well-studied organisms in biology and the sequencing of their genomes was completed many years ago. It is still a challe...
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ICDE
2000
IEEE
15 years 15 days ago
2000
IEEE
Most decision tree classifiers are designed to keep class histograms for single attributes, and to select a particular attribute for the next split using said histograms. In this ...
RECOMB
2004
Springer
14 years 11 months ago
2004
Springer
We present a novel classification-based algorithm called GeneClass for learning to predict gene regulatory response. Our approach is motivated by the hypothesis that in simple orga...