| Name : R-HTT
| |
| Version : 0.1.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp156.5.1
| Date : 2024-09-10 03:32:58
|
| Group : Development/Libraries/Other
| Source RPM : R-HTT-0.1.2-lp156.5.1.src.rpm
|
| Size : 0.79 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Hypothesis Testing Tree
|
Description :
A novel decision tree algorithm in the hypothesis testing framework.
The algorithm examines the distribution difference between two child
nodes over all possible binary partitions. The test statistic of the
hypothesis testing is equivalent to the generalized energy distance,
which enables the algorithm to be more powerful in detecting the
complex structure, not only the mean difference. It is applicable for
numeric, nominal, ordinal explanatory variables and the response in
general metric space of strong negative type. The algorithm has
superior performance compared to other tree models in type I error,
power, prediction accuracy, and complexity.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.6/x86_64 |
