National Academies of Sciences%2c Engineering%2c and Medicine

Reference Manual on Scientific Evidence

This project is funded in part by the Gordon and Betty Moore Foundation through Grant GBMF10224, and the National Science Foundation under Grant GBMF10224 to the National Academy of Sciences. Any ...
IEEE

Performance of Classification Algorithms Under Class Imbalance: Simulation and Real-World ...

Abstract: Class imbalance is a persistent challenge in machine learning, particularly in high-stakes applications such as medical diagnostics, bioinformatics, and fraud detection, where the minority ...
Nature

Phylogenetic Diversity and Classification of Angiosperms

The flowering plants (angiosperms) represent the most species‐rich clade of land plants, with an estimated 300,000 species distributed across virtually every ecosystem. Phylogenetic diversity captures ...
IEEE

Multi-Class Imbalance Classification Based on Data Distribution and Adaptive Weights

Abstract: AdaBoost approaches have been used for multi-class imbalance classification with an imbalance ratio measured on class sizes. However, such ratio would assign each training sample of the same ...
The Lancet

A biological classification of Parkinson's disease: the SynNeurGe research diagnostic criteria

jPacific Parkinson's Research Centre, Parkinson's Foundation Centre of Excellence, University of British Columbia, BC, Canada kUniversity Health Network's Krembil Brain Institute, Edmond J Safra ...