| Name : R-bigReg
| |
| Version : 0.1.5
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.9
| Date : 2024-09-12 10:44:06
|
| Group : Development/Libraries/Other
| Source RPM : R-bigReg-0.1.5-lp153.1.9.src.rpm
|
| Size : 0.41 MB
| |
| Packager : (none)
| |
| Summary : Generalized Linear Models (GLM) for Large Data Sets
|
Description :
Allows the user to carry out GLM on very large data sets. Data can be
created using the data_frame() function and appended to the object with
object$append(data); data_frame and data_matrix objects are available
that allow the user to store large data on disk. The data is stored as
doubles in binary format and any character columns are transformed to
factors and then stored as numeric (binary) data while a look-up table
is stored in a separate .meta_data file in the same folder. The data is
stored in blocks and GLM regression algorithm is modified and carries
out a MapReduce- like algorithm to fit the model. The functions bglm(),
and summary() and bglm_predict() are available for creating and
post-processing of models. The library requires Armadillo installed on
your system. It may not function on windows since multi-core processing
is done using mclapply() which forks R on Unix/Linux type operating
systems.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
