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    BMCBI
    2010
    109views more  BMCBI 2010»
    Predicting gene function using hierarchical multi-label decision tree ensembles
    13 years 7 months ago
    Predicting gene function using hierarchical multi-label decision tree ensembles
    Download  www.biomedcentral.com
    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...
    Leander Schietgat, Celine Vens, Jan Struyf, Hendri...
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    BMCBI
    2008
    219views more  BMCBI 2008»
    Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
    13 years 7 months ago
    Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
    Download  www.biomedcentral.com
    Background: Pancreatic cancer is the fourth leading cause of cancer death in the United States. Consequently, identification of clinically relevant biomarkers for the early detect...
    Guangtao Ge, G. William Wong
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    TSMC
    2002
    135views more  TSMC 2002»
    Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: generation and evaluation
    13 years 7 months ago
    Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: generation and evaluation
    Download  www.isical.ac.in
    A fuzzy knowledge-based network is developed based on the linguistic rules extracted from a fuzzy decision tree. A scheme for automatic linguistic discretization of continuous attr...
    Sushmita Mitra, Kishori M. Konwar, Sankar K. Pal
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    ICML
    2003
    IEEE
    158views Machine Learning» more  ICML 2003»
    Boosting Lazy Decision Trees
    14 years 8 months ago
    Boosting Lazy Decision Trees
    Download  web.engr.oregonstate.edu
    This paper explores the problem of how to construct lazy decision tree ensembles. We present and empirically evaluate a relevancebased boosting-style algorithm that builds a lazy ...
    Xiaoli Zhang Fern, Carla E. Brodley
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    DSS
    2010
    67views more  DSS 2010»
    Classification by vertical and cutting multi-hyperplane decision tree induction
    13 years 7 months ago
    Classification by vertical and cutting multi-hyperplane decision tree induction
    Download  leeds.colorado.edu
    Marco Better, Fred Glover, Michele Samorani
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