1 code implementation • 30 Apr 2020 • Shangzhi Hong, Yuqi Sun, Hanying Li, Henry S. Lynn
In this study, a novel RF-based multiple imputation method was proposed by constructing conditional distributions the empirical distribution of out-of-bag prediction errors.
1 code implementation • 23 Apr 2020 • Shangzhi Hong, Yuqi Sun, Hanying Li, Henry S. Lynn
Machine learning iterative imputation methods have been well accepted by researchers for imputing missing data, but they can be time-consuming when handling large datasets.