In recent years, machine learning (ML) algorithms have proved themselves ... This is an approach for tackling class imbalance in ML models. Class imbalance occurs when one class in a data set ...

Army researchers discovered a way to quickly get information to Soldiers in combat using new machine learning ... algorithms and evaluated the robustness of representative algorithms from each ...

Machine learning ... for each class. Leaving out neural networks and deep learning, which require a much higher level of computing resources, the most common algorithms are Naive Bayes, Decision ...

Nature Methods - Supervised learning algorithms extract general principles from observed examples guided by a specific prediction objective. Skip to main content Thank you for visiting nature.com.