July 17, 2018 article Open access Random forest versus logistic regression: a large-scale benchmark experiment BMC Bioinformatics DOI: 10.1186/s12859-018-2264-5 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 872 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Random forest and live single‐cell metabolomics reveal metabolic profiles of human macrophages upon polarization 2023 Biotechnology and Bioengineering article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access 13 citations Empirical analyses and simulations showed that different machine and statistical learning methods had differing performance for predicting blood pressure 2022 Scientific Reports article Health Professions Artificial Intelligence in Healthcare Open access 13 citations Factors Controlling the Distribution of Intermediate Host Snails of Schistosoma in Crater Lakes in Uganda: A Machine Learning Approach 2022 Frontiers in Environmental Science article Immunology and Microbiology Parasites and Host Interactions Open access 15 citations Predictive performance of machine and statistical learning methods: Impact of data-generating processes on external validity in the “large N, small p” setting 2021 Statistical Methods in Medical Research article Health Professions Artificial Intelligence in Healthcare Open access 78 citations 4 results References 0