Barbara Klein, MD
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
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 set with attribute vectors and outcomes.
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
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.