Books Received Published: 16 June 1910 Diagram showing the Classification of the Elements: Periodic Arrangement Nature 83, 457–458 (1910) Cite this article ...

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 ...

Like other boosting algorithms, L₂Boost uses many times in an iterative fashion a prechosen fitting method, called the learner. Based on the explicit expression of refitting of residuals of L₂Boost, ...