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Saturating Splines and Feature Selection

Boyd, N; Hastie, T; Boyd, S; Recht, B; Jordan, MI

Boyd, N (reprint author), Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA.

JOURNAL OF MACHINE LEARNING RESEARCH, 2018; 18 ():

Abstract

We extend the adaptive regression spline model by incorporating saturation, the natural requirement that a function extend as a constant outside a cer......

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