The Data Science Lab Neural Regression Classification Using PyTorch: Preparing Data Dr. James McCaffrey of Microsoft Research presents the first in a series of four machine learning articles that ...

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 ...

Motivated by the significant advances in integer optimization in the past decade, we introduce mixed-integer optimization methods to the classical statistical problems of classification and regression ...

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, ...

In the validation data set, specificity and sensitivity were 31.3% and 96.6%, respectively. Cancers that were missed by the CART were Gleason score 6 or less in 93.4% of cases. Receiver operator ...

Genitourinary Cancer July 01, 2005 Improved Detection of Prostate Cancer Using Classification and Regression Tree Analysis Authors: Mark Garzotto, Tomasz M. Beer, R. Guy Hudson, Laura Peters, Yi-Ching ...