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 ...

We have previously discussed several supervised learning algorithms ... and obtain probabilities for each class membership. Figure 1: A support vector machine (SVM) classifies points by maximizing ...