| Name : R-OTE
| |
| Version : 1.0.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.13
| Date : 2024-06-14 11:15:00
|
| Group : Development/Libraries/Other
| Source RPM : R-OTE-1.0.1-lp153.2.13.src.rpm
|
| Size : 0.09 MB
| |
| Packager : (none)
| |
| Summary : Optimal Trees Ensembles for Regression, Classification and Class Membership Probability Estimation
|
Description :
Functions for creating ensembles of optimal trees for regression,
classification (Khan, Z., Gul, A., Perperoglou, A., Miftahuddin, M.,
Mahmoud, O., Adler, W., & Lausen, B. (2019). (2019)
< doi:10.1007/s11634-019-00364-9>) and class membership probability
estimation (Khan, Z, Gul, A, Mahmoud, O, Miftahuddin, M, Perperoglou,
A, Adler, W & Lausen, B (2016) < doi:10.1007/978-3-319-25226-1_34>) are
given. A few trees are selected from an initial set of trees grown by
random forest for the ensemble on the basis of their individual and
collective performance. Three different methods of tree selection for
the case of classification are given. The prediction functions return
estimates of the test responses and their class membership
probabilities. Unexplained variations, error rates, confusion matrix,
Brier scores, etc. are also returned for the test data.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
