Classification by ensembles from random partitions of high-dimensional data
- Author
- AHN, Hongshik1 ; MOON, Hojin2 ; FAZZARI, Melissa J1 ; LIM, Noha1 ; CHEN, James J2 ; KODELL, Ralph L3
[1] Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY 11794-3600, United States
[2] Division of Biometry and Risk Assessment, National Center for Toxicological Research, FDA, Jefferson, AR 72079, United States
[3] Department of Biostatistics, University of Arkansas for Medical Sciences, 4301 West Markham Street, Slot 781, Little Rock, AR 72205, United States - Source
Computational statistics & data analysis. 2007, Vol 51, Num 12, pp 6166-6179, 14 p ; ref : 1 p.1/4
- ISSN
- 0167-9473
- Scientific domain
- Mathematics
- Publisher
- Elsevier Science, Amsterdam
- Publication country
- Netherlands
- Document type
- Article
- Language
- English
- Author keyword
- Class prediction: Classification tree Cross validation Logistic regression Majority voting Risk profiling
- Keyword (fr)
- Analyse donnée Calcul statistique Classification Ensemble aléatoire Etude méthode Partition Plan expérience Prédiction optimale Régression logistique Régression statistique 05Bxx 05C05 49K40 60G25 62H30 62Jxx 62K99 62M20
- Keyword (en)
- Data analysis Statistical computation Classification Random set Method study Partition Experimental design Optimal prediction Logistic regression Statistical regression
- Keyword (es)
- Análisis datos Cálculo estadístico Clasificación Conjunto aleatorio Estudio método Partición Plan experiencia Predicción óptima Regresión logística Regresión estadística
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H01 Probability theory and stochastic processes / 001A02H01H Stochastic processes
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02A General topics
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02I Multivariate analysis
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02I Numerical analysis. Scientific computation / 001A02I01 Numerical analysis / 001A02I01Q Numerical methods in probability and statistics
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 19017183
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.csda.2006.12.043 
https://dx.doi.org/10.1016/j.csda.2006.12.043
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