Matches in SemOpenAlex for { <https://semopenalex.org/work/W2922429857> ?p ?o ?g. }
- W2922429857 abstract "Following the line of classification-based two-sample testing, tests based on the Random Forest classifier are proposed. The developed tests are easy to use, require almost no tuning, and are applicable for any distribution on $mathbb{R}^d$. Furthermore, the built-in variable importance measure of the Random Forest gives potential insights into which variables make out the difference in distribution. An asymptotic power analysis for the proposed tests is developed. Finally, two real-world applications illustrate the usefulness of the introduced methodology. To simplify the use of the method, the R-package hypoRF is provided." @default.
- W2922429857 created "2019-03-22" @default.
- W2922429857 creator A5042647492 @default.
- W2922429857 creator A5046774020 @default.
- W2922429857 creator A5081147462 @default.
- W2922429857 date "2019-03-14" @default.
- W2922429857 modified "2023-09-23" @default.
- W2922429857 title "On the Use of Random Forest for Two-Sample Testing" @default.
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