ArticleF1000Research
Feature selection with the R package
Article in F1000Research. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Understanding Type 2 Diabetes Mellitus and the Knowledge Gaps among Future Health Care Professionals: Insights from Saudi Arabia.Avicenna journal of medicine · 2025Article
- Exploring T-cell metabolism in tuberculosis: development of a diagnostic model using metabolic genes.European journal of medical research · 2025Article
- Prognostic significance of baseline serum ferritin in newly diagnosed multiple myeloma cases: A retrospective study from southern India.The Indian journal of medical research · 2025Article
- Investigating the prognostic utility ofBJUI compass · 2024Article
- Exploration and Enrichment Analysis of the QTLome for Important Traits in Livestock Species.Genes · 2024Article
- A robust clustering strategy for stratification unveils unique patient subgroups in acutely decompensated cirrhosis.Journal of translational medicine · 2024Article
- Integration of Computational Pipeline to Streamline Efficacious Drug Nomination and Biomarker Discovery in Glioblastoma.Cancers · 2024Article
- Prediction of COVID-19 in-hospital mortality in older patients using artificial intelligence: a multicenter study.Frontiers in aging · 2024Article
- The Effect of Exposure to Mobile Phones on Electrical Cardiac Measurements: A Multivariate Analysis and a Variable Selection Algorithm to Detect the Relationship With Mean Changes.International journal of cell biology · 2024Article
- Physical performance strongly predicts all-cause mortality risk in a real-world population of older diabetic patients: machine learning approach for mortality risk stratification.Frontiers in endocrinology · 2024Article
- Current Achievements and Applications of Transcriptomics in Personalized Cancer Medicine.International journal of molecular sciences · 2021Review
- Applicability of an Automated Model and Parameter Selection in the Prediction of Screening-Level PTSD in Danish Soldiers Following Deployment: Development Study of Transferable Predictive Models Using Automated Machine Learning.JMIR medical informatics · 2020Article
- Identification of the Prognosis-Related lncRNAs and Genes in Gastric Cancer.Frontiers in genetics · 2020Article
- Relationship Between International Normalized Ratio to Albumin Ratio and Mortality in Critically Ill Patients With Myocardial Infarction.Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/HemostasisArticle
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Feature (or variable) selection is the process of identifying the minimal set of features with the highest predictive performance on the target variable of interest. Numerous feature selection algorithms have been developed over the years, but only few have been implemented in R and made publicly available R as packages while offering few options. The R package
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.