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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 ...
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 ...
The performance of regression methods for selecting the best individuals was compared with that of three supervised classification algorithms: Random Forest Classification (RFC) and Support Vector ...
Han-Ming Wu, Kernel Sliced Inverse Regression with Applications to Classification, Journal of Computational and Graphical Statistics, Vol. 17, No. 3 (Sep., 2008), pp. 590-610 ...
The algorithm can be useful in studying ED utilization and evaluating policies that aim to change it. Am J Manag Care. 2014;20 (4):315-320 ...