During the making of an AI model, Performance metrics like accuracy, precision, recall, F1-score, ROC curves are used to ...

We consider dependent nonparametric models for related random probability distributions. For example, the random distributions might be indexed by a categorical covariate indicating the treatment ...

In this article, we develop a model-free procedure to estimate multiclass probabilities based on large-margin classifiers. In particular, the new estimation scheme is employed by solving a series of ...