| Name : R-rocTree
| |
| Version : 1.1.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp155.6.5
| Date : 2024-09-12 11:14:21
|
| Group : Development/Libraries/Other
| Source RPM : R-rocTree-1.1.1-lp155.6.5.src.rpm
|
| Size : 0.72 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Receiver Operating Characteristic (ROC)-Guided Classification and Survival Tree
|
Description :
Receiver Operating Characteristic (ROC)-guided survival trees and
ensemble algorithms are implemented, providing a unified framework for
tree-structured analysis with censored survival outcomes. A
time-invariant partition scheme on the survivor population was
considered to incorporate time-dependent covariates. Motivated by ideas
of randomized tests, generalized time-dependent ROC curves were used to
evaluate the performance of survival trees and establish the optimality
of the target hazard/survival function. The optimality of the target
hazard function motivates us to use a weighted average of the
time-dependent area under the curve (AUC) on a set of time points to
evaluate the prediction performance of survival trees and to guide
splitting and pruning. A detailed description of the implemented
methods can be found in Sun et al. (2019) < arXiv:1809.05627>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
