In the final article of a four-part series on binary classification using PyTorch, Dr. James McCaffrey of Microsoft Research shows how to evaluate the accuracy of a trained model, save a model to file ...

Dr. James McCaffrey of Microsoft Research continues his four-part series on multi-class classification, designed to predict a value that can be one of three or more possible discrete values, by ...

Classification and segmentation models If model quality is paramount, then how do we measure that quality? We hear the word accuracy blithely tossed around, and yet it has no meaning for many ...

While multiple machine learning (ML) algorithms offered similar predictive performance, the cost-effective analysis revealed ...

Accurate classification and prioritization ... help desk and other customer service operations. Using a text classification model trained on historical data, enterprises can automatically ...