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Journal Article
Bioinformatics, ISSN 1367-4803, 11/2018, Volume 34, Issue 21, pp. 3711 - 3718
Abstract Motivation Random forests are fast, flexible and represent a robust approach to analyze high dimensional data. A key advantage over alternative... 
RANDOM SURVIVAL FORESTS | MINOR ALLELE FREQUENCY | BIOCHEMICAL RESEARCH METHODS | CLASSIFICATION | CANCER | RANKING | PREDICTION | FEATURE-SELECTION | IMPACT | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | VARIABLE IMPORTANCE MEASURES | MATHEMATICAL & COMPUTATIONAL BIOLOGY | EXPRESSION | Original Papers
Journal Article
Chemometrics and Intelligent Laboratory Systems, ISSN 0169-7439, 11/2014, Volume 138, pp. 153 - 160
Despite gaining popularity and success in many modeling applications, Partial Least Squares (PLS) regression continues to provide challenges in the evaluation... 
Interpretation | Variable importance | PLS | Orthogonal filtering | CHEMISTRY, ANALYTICAL | PROFILES | REGRESSION-MODELS | STATISTICS & PROBABILITY | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | SELECTIVITY RATIO PLOT | INSTRUMENTS & INSTRUMENTATION | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | EXAMPLE | PIS | AUTOMATION & CONTROL SYSTEMS | TARGET PROJECTION
Journal Article
JAMA Psychiatry, ISSN 2168-622X, 03/2019, Volume 76, Issue 3, pp. 339 - 340
Journal Article
Journal Article
Journal of the Royal Statistical Society: Series B (Statistical Methodology), ISSN 1369-7412, 07/2019, Volume 81, Issue 3, pp. 489 - 517
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 2008, Volume 52, Issue 4, pp. 2249 - 2260
Microarray studies yield data sets consisting of a large number of candidate predictors (genes) on a small number of observations (samples). When interest lies... 
Random forest | Variable importance | Classification tree | Bootstrap aggregating | bootstrap aggregating | variable importance | BIAS | CLASSIFICATION TREES | SUBSETS | classification tree | STATISTICS & PROBABILITY | MECHANISMS | random forest | SPLIT SELECTION | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | LEUKEMIA | MACHINE
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 04/2013, Volume 14, Issue 1, pp. 119 - 119
Journal Article