Feature selection and validated predictive performance in the domain of Legionella pneumophila: a comparative study

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Feature selection and validated predictive performance in the domain of Legionella pneumophila: a comparative study is …
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scholarly articleQ13442814

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P6179Dimensions Publication ID1024820530
P356DOI10.1186/S13104-016-1945-2
P932PMC publication ID4782323
P698PubMed publication ID26951763
P5875ResearchGate publication ID297661841

P2093author name stringEwout W Steyerberg
Tjeerd van der Ploeg
P2860cites workIdentifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival ForestsQ22673963
Genome-wide association studies for complex traits: consensus, uncertainty and challengesQ24550632
GeneSrF and varSelRF: a web-based tool and R package for gene selection and classification using random forestQ33296528
Distribution of Legionella pneumophila serogroups, monoclonal antibody subgroups and DNA sequence types in recent clinical and environmental isolates from England and Wales (2000-2008).Q33401288
Bootstrap-after-bootstrap model averaging for reducing model uncertainty in model selection for air pollution mortality studiesQ33702819
Legionnaires' disease: description of an epidemic of pneumoniaQ34049676
The influence of feature selection methods on accuracy, stability and interpretability of molecular signaturesQ34113527
Genome Analysis of Legionella pneumophila Strains Using a Mixed-Genome MicroarrayQ34456313
Clinical and environmental distributions of Legionella strains in France are differentQ35552937
A review of feature selection techniques in bioinformaticsQ36919689
A multicenter evaluation of genotypic methods for the epidemiologic typing of Legionella pneumophila serogroup 1: results of a pan-European studyQ43546908
Genotyping of Legionella pneumophila serogroup 1 strains isolated in Northern Sicily, Italy.Q44844599
Internal validation of predictive models: efficiency of some procedures for logistic regression analysisQ52933297
Genotypic comparison of clinical Legionella isolates and patient-related environmental isolates in The Netherlands, 2002-2006.Q53036725
Gene Selection for Cancer Classification using Support Vector MachinesQ56535529
P407language of work or nameEnglishQ1860
P921main subjectfeature selectionQ446488
Legionella pneumophilaQ147885
P304page(s)147
P577publication date2016-03-08
P1433published inBMC Research NotesQ15762797
P1476titleFeature selection and validated predictive performance in the domain of Legionella pneumophila: a comparative study
P478volume9

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cites work (P2860)
Q89054741Comparison of variable selection methods for clinical predictive modeling
Q44169457Predicting local malaria exposure using a Lasso-based two-level cross validation algorithm

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