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stat.ML2020★ 1 cited
Approximate Cross-validated Mean Estimates for Bayesian Hierarchical Regression Models
Amy X. Zhang, Le Bao, Changcheng Li +1
We introduce a novel procedure for obtaining cross-validated predictive estimates for Bayesian hierarchical regression models (BHRMs). Bayesian hierarchical models are popular for…
stat.ML2018★ 2 cited
Classification using Ensemble Learning under Weighted Misclassification Loss
Yizhen Xu, Tao Liu, Michael J. Daniels +3
Binary classification rules based on covariates typically depend on simple loss functions such as zero-one misclassification. Some cases may require more complex loss functions. Fo…