Ordinal regression and classification methods form a vital branch of statistical learning wherein the outcome variable possesses an inherent order. Unlike conventional classification problems ...

Logistic regression Classification algorithms can find solutions to supervised learning problems that ask for a choice (or determination of probability) between two or more classes.

Regression and Classification Course This online data science course will explore concepts in statistical modeling, such as when to use certain models, how to tune those models, and determining ...

Classification and regression trees can identify 6-month mortality risk for patients with advanced hepatocellular carcinoma.

Dr. James McCaffrey of Microsoft Research demonstrates applying the L-BFGS optimization algorithm to the ML logistic regression technique for binary classification -- predicting one of two possible ...