Course Topics Classification and regression tree (CART) methods are a class of data mining techniques which constitute an alternative approach to classical regression. CART methods are frequently used ...

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 ...

PURPOSESystemic therapy with atezolizumab and bevacizumab can extend life for patients with advanced hepatocellular carcinoma (HCC). However, there is substantial variability in response to therapy ...

Regression trees are used for continuous values (e.g. 0 to 100). What is XGBoost? Gradient boosting is a machine learning algorithm that is used for classification and predictions.

Classification and regression tree for all four diagnostic groups. The groups of variables that compose a path to a specific diagnostic category are connected with arrows.