We also compared the performance of regression and classification algorithms at other percentiles where differences between predictions were variable.

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

Peter Bühlmann, Bin Yu, Boosting with the L₂ Loss: Regression and Classification, Journal of the American Statistical Association, Vol. 98, No. 462 (Jun., 2003 ...

Michael Vogt, Oliver Linton, Classification of non-parametric regression functions in longitudinal data models, Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 79, ...