Structured Machine Learning for 'Soft' Classification with Smoothing Spline ANOVA and Stacked Tuning, Testing and Evaluation

Wahba, Grace, Wang, Yuedong, Gu, Chong, Ronald Klein, MD, Barbara Klein, MD

Neural Information Processing Systems 

We describe the use of smoothing spline analysis of variance (SS ANOVA) in the penalized log likelihood context, for learning (estimating) the probability p of a '1' outcome, given a training setwith attribute vectors and outcomes.

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