| Name : R-conTree
| |
| Version : 0.3.1
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.1.4
| Date : 2024-06-14 11:05:41
|
| Group : Development/Libraries/Other
| Source RPM : R-conTree-0.3.1-lp153.1.4.src.rpm
|
| Size : 2.76 MB
| |
| Packager : (none)
| |
| Summary : Contrast Trees and Boosting
|
Description :
Contrast trees represent a new approach for assessing the accuracy of
many types of machine learning estimates that are not amenable to
standard (cross) validation methods; see \"Contrast trees and
distribution boosting\", Jerome H. Friedman (2020)
< doi:10.1073/pnas.1921562117>. In situations where inaccuracies are
detected, boosted contrast trees can often improve performance.
Functions are provided to to build such trees in addition to a special
case, distribution boosting, an assumption free method for estimating
the full probability distribution of an outcome variable given any set
of joint input predictor variable values.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
