Constructing Support Vector Machine Ensembles for Cancer Classification Based on Proteomic Profiling

Constructing Support Vector Machine Ensembles for Cancer Classification Based on Proteomic Profiling

In this study, we present a constructive algorithm for training cooperative support vector machine ensembles (CSVMEs). CSVME combines ensemble architecture design with cooperative training for individual SVMs in ensembles. Unlike most previous studies on training ensembles, CSVME puts emphasis on bo...

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Bibliographic Details
Main Authors: Mao, Yong, Zhou, Xiao-Bo, Pi, Dao-Ying, Sun, You-Xian
Format: Online
Language:English
Published: Elsevier 2005
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5173238/

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https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5173238/

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