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Volumn 13, Issue , 2012, Pages 555-559

ML-flex: A flexible toolbox for performing classification analyses in parallel

Author keywords

Classification; Ensemble; Parallel; Reproducible research; Toolbox

Indexed keywords

CLASSIFICATION ANALYSIS; DATA SETS; ENSEMBLE; ENSEMBLE LEARNING; HETEROGENEOUS DATA; HIGH-DIMENSIONAL; MACHINE-LEARNING; MULTI-CLASS CLASSIFICATION; MULTIPLE ALGORITHMS; OPEN-SOURCE SOFTWARES; PARALLEL; REPRODUCIBLE RESEARCH; TOOLBOX; VALIDATION STRATEGIES;

EID: 84859473612     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (11)

References (14)
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    • Majority systems and the condorcet jury theorem
    • P. Boland. Majority systems and the condorcet jury theorem. The Statistician, 38(3): 181-189, 1989.
    • (1989) The Statistician , vol.38 , Issue.3 , pp. 181-189
    • Boland, P.1
  • 4
    • 80052249332 scopus 로고    scopus 로고
    • Waffles: A machine learning toolkit
    • M. Gashler. Waffles: A machine learning toolkit. Journal of Machine Learning Research, 12(M):2383-2387, 2011.
    • (2011) Journal of Machine Learning Research , vol.12 , Issue.M , pp. 2383-2387
    • Gashler, M.1
  • 6
    • 84859453786 scopus 로고    scopus 로고
    • IBM developerWorks Technical Library
    • G. Ingersol. Introducing Apache Mahout. IBM developerWorks Technical Library 2009. Available electronically at http://www.ibm.com/developerworks/ java/library/j-mahout/.
    • (2009) Introducing Apache Mahout
    • Ingersol, G.1
  • 7
    • 56249113343 scopus 로고    scopus 로고
    • Building predictive models in R using the caret package
    • M. Kuhn. Building predictive models in R using the caret package. Journal of Statistical Software, 28(5), 2008.
    • (2008) Journal of Statistical Software , vol.28 , Issue.5
    • Kuhn, M.1
  • 11
    • 79961135005 scopus 로고    scopus 로고
    • R Development Core Team R Foundation for Statistical Computing Vienna Austria
    • R Development Core Team. R: A Language and Environment For Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, 2011. Available electronically at http://www.R-project.org.
    • (2011) R: A Language and Environment for Statistical Computing
  • 12
    • 1242276174 scopus 로고    scopus 로고
    • Rulequest Research
    • Rulequest Research. Data mining tools See5 and C5.0. Available electronically at http://www.rulequest.com/see5-info.html.
    • Data Mining Tools See5 and C5.0
  • 14
    • 0026692226 scopus 로고
    • Stacked generalization
    • D. Wolpert. Stacked generalization. Neural Networks, 5(2):241-259, 1992.
    • (1992) Neural Networks , vol.5 , Issue.2 , pp. 241-259
    • Wolpert, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.