| Name : R-LOGANTree
| |
| Version : 0.1.1
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp155.13.1
| Date : 2024-07-04 13:27:09
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| Group : Development/Libraries/Other
| Source RPM : R-LOGANTree-0.1.1-lp155.13.1.src.rpm
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| Size : 0.21 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
|
Description :
Enables researchers to model log-file data from computer-based
assessments using machine-learning techniques. It allows researchers to
generate new knowledge by comparing the performance of three tree-based
classification models (i.e., decision trees, random forest, and
gradient boosting) to predict student\'s outcome. It also contains a set
of handful functions for the analysis of the features\' influence on the
modeling. Data from the Climate control item from the 2012 Programme
for International Student Assessment (PISA,
< https://www.oecd.org/pisa/>) is available for an illustration of the
package\'s capability. He, Q., & von Davier, M. (2015)
< doi:10.1007/978-3-319-19977-1_13> Boehmke, B., & Greenwell, B. M.
(2019) < doi:10.1201/9780367816377> .
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
