| Name : R-woeBinning
| |
| Version : 0.1.6
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.13
| Date : 2024-06-14 11:14:06
|
| Group : Development/Libraries/Other
| Source RPM : R-woeBinning-0.1.6-lp153.2.13.src.rpm
|
| Size : 0.12 MB
| |
| Packager : (none)
| |
| Summary : Supervised Weight of Evidence Binning of Numeric Variables and Factors
|
Description :
Implements an automated binning of numeric variables and factors with
respect to a dichotomous target variable. Two approaches are provided:
An implementation of fine and coarse classing that merges granular
classes and levels step by step. And a tree-like approach that
iteratively segments the initial bins via binary splits. Both
procedures merge, respectively split, bins based on similar weight of
evidence (WOE) values and stop via an information value (IV) based
criteria. The package can be used with single variables or an entire
data frame. It provides flexible tools for exploring different binning
solutions and for deploying them to (new) data.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
