Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation
Work
Year: 2022
Type: article
Abstract: High-dimensional cancer data can be burdensome to analyze, with complex relationships between molecular measurements, clinical diagnostics, and treatment outcomes. Data-driven computational approache... more
Source: Statistics and Computing
Authors Michael C. Rendleman, Bruce A. Smith, Guadalupe Canahuate, Terry A. Braun, John M. Buatti +1 more
Institution University of Iowa
Cites: 11
Cited by: 7
Related to: 10
FWCI: 0.796
Citation percentile (by year/subfield): 70.84
Subfield: Molecular Biology
Domain: Life Sciences
Open Access status: hybrid
APC paid (est): $2,690