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Ensemble learning / Econometrics / Model selection / Cross-validation / Bootstrap aggregating / Training set / Linear regression / Random forest / Feature selection / Statistics / Regression analysis / Machine learning


Modeling Hospitalization Outcomes with Random Decision Trees and Bayesian Feature Selection Thomson Van Nguyen† Bhubaneswar Mishra†
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Document Date: 2011-09-15 16:45:15

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City

Santa Clara / Vienna / /

Company

Kaggle / Heritage Provider Network / Cox / Intel / Nvidia Corporation / /

Country

Austria / United States / /

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Facility

Mathematical Sciences University of Cambridge Wilburforce Road / Courant Institute of Mathematical Sciences New York University / Chalmers Institute of Technology / /

IndustryTerm

data-mining competitions / x8664 processors / Data mining / data-mining competition / healthcare observations / healthcare providers / k-nearest neighbor algorithm / /

Organization

Mathematical Sciences University / U.S. Congress / Bioinformatics Lab / New York University / American Statistical Association / Foundation for Statistical Computing / Institute of Technology / Courant Institute / DrugCount Office / Random Decision Trees and Bayesian Feature Selection Thomson Van Nguyen† Bhubaneswar Mishra† Centre / Nvidia Graphics Processing Unit / /

Person

Giuseppe Narzisi / Fabian Menges / K. Lunetta / Beaver / Matthew Wiener / Andy Liaw / AMI ARTHSPIN / Fig / Hadley Wickham / Grant xxxxxxx / J. Segal / L.B. Hayward / H. Quan / V / G.J. Escobar / P. Van Eerdewegh / Van Nguyen† Bhubaneswar Mishra / /

Position

semiparametric proportional hazards model for high dimensional survival data / specialist and general practitioner / care physician / model / RDT model at 500k trees / physician / /

ProvinceOrState

Southern California / California / /

PublishedMedium

The International Journal / Journal of the American Statistical Association / Journal of Statistical Software / /

Region

Southern California / /

SportsEvent

the Heritage / /

Technology

k-nearest neighbor algorithm / Coding algorithms / RAM / Bioinformatics / following algorithm / two 64-bit x8664 processors / Information Technology / http / Data mining / simulation / Parallel processing / eight processor / /

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