A system for combining two diagnostic tests using various approaches that include statistical and machine-learning-based methodologies. These approaches are divided into four groups: linear combination methods, non-linear combination methods, mathematical operators, and machine learning algorithms. See the < https://biotools.erciyes.edu.tr/dtComb/> website for more information, documentation, and examples.
Development of a Comprehensive R Library for Combining Diagnostic Tests
This package was developed to combine two diagnostic tests using a various of approaches including statistical and machine learning-based methodologies. These approaches are divided into four groups: linear combination methods, non-linear combination methods, mathematical operators, and machine learning algorithms. Detailed documentation is at https://cran.r-project.org/web/packages/dtComb/vignettes/vignettedtComb.pdf.
install.packages('dtComb')