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

In classification each region is assigned a class, while in regression each region has its own distinct regression coefficients. Computational experimentations with generated and real data sets show ...

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

IEMS 303 or equivalent; CS 150 or equivalent Description Predictive modeling of data using modern regression and classification methods. Multiple linear regression; logistic regression; pitfalls and ...

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 ...