| Name : R-GMDH2
| |
| Version : 1.8
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.14.2
| Date : 2024-06-14 12:03:39
|
| Group : Development/Libraries/Other
| Source RPM : R-GMDH2-1.8-lp153.14.2.src.rpm
|
| Size : 0.11 MB
| |
| Packager : (none)
| |
| Summary : Binary Classification via GMDH-Type Neural Network Algorithms
|
Description :
Performs binary classification via Group Method of Data Handling (GMDH)
- type neural network algorithms. There exist two main algorithms
available in GMDH() and dceGMDH() functions. GMDH() performs
classification via GMDH algorithm for a binary response and returns
important variables. dceGMDH() performs classification via diverse
classifiers ensemble based on GMDH (dce-GMDH) algorithm. Also, the
package produces a well-formatted table of descriptives for a binary
response. Moreover, it produces confusion matrix, its related
statistics and scatter plot (2D and 3D) with classification labels of
binary classes to assess the prediction performance. All \'GMDH2\'
functions are designed for a binary response (Dag et al., 2019,
< https://download.atlantis-press.com/article/125911202.pdf>).
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
