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    AIA
    2007
    272views Artificial Intelligence» more  AIA 2007»
    Improving the aggregating algorithm for regression
    14 years 11 months ago
    Improving the aggregating algorithm for regression
    Download  www.clrc.rhul.ac.uk
    Kernel Ridge Regression (KRR) and the recently developed Kernel Aggregating Algorithm for Regression (KAAR) are regression methods based on Least Squares. KAAR has theoretical adv...
    Steven Busuttil, Yuri Kalnishkan, Alexander Gammer...
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    WCE
    2007
    180views Electrical And Computer Engi...» more  WCE 2007»
    Gene Selection for Tumor Classification Using Microarray Gene Expression Data
    14 years 11 months ago
    Gene Selection for Tumor Classification Using Microarray Gene Expression Data
    Download  www.iaeng.org
    – In this paper we perform a t-test for significant gene expression analysis in different dimensions based on molecular profiles from microarray data, and compare several computa...
    Krishna Yendrapalli, Ram B. Basnet, Srinivas Mukka...
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    ML
    2002
    ACM
    220views Machine Learning» more  ML 2002»
    Bayesian Methods for Support Vector Machines: Evidence and Predictive Class Probabilities
    14 years 9 months ago
    Bayesian Methods for Support Vector Machines: Evidence and Predictive Class Probabilities
    Download  www.mth.kcl.ac.uk
    I describe a framework for interpreting Support Vector Machines (SVMs) as maximum a posteriori (MAP) solutions to inference problems with Gaussian Process priors. This probabilisti...
    Peter Sollich
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    PR
    2007
    104views more  PR 2007»
    Optimizing resources in model selection for support vector machine
    14 years 9 months ago
    Optimizing resources in model selection for support vector machine
    Download  www.livia.etsmtl.ca
    Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
    Mathias M. Adankon, Mohamed Cheriet
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    BMVC
    2010
    267views Computer Vision» more  BMVC 2010»
    Histogram of Body Poses and Spectral Regression Discriminant Analysis for Human Action Categorization
    14 years 7 months ago
    Histogram of Body Poses and Spectral Regression Discriminant Analysis for Human Action Categorization
    Download  www.bmva.org
    This paper explores a recently proposed and rarely reported subspace learning method, Spectral Regression Discriminant Analysis (SRDA) [1, 2], on silhouette based human action rec...
    Ling Shao, Xiuli Chen
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