Package: autoEnsemble
Type: Package
Title: Automated Stacked Ensemble Classifier for Severe Class Imbalance
Version: 0.2
Authors@R: 
    person("E. F. Haghish",
           role = c("aut", "cre", "cph"),
           email = "haghish@uio.no")
Depends: R (>= 3.5.0),
Description: An AutoML algorithm is developed to construct homogeneous or 
             heterogeneous stacked ensemble models using specified base-learners. 
             Various criteria are employed to identify optimal models, enhancing 
             diversity among them and resulting in more robust stacked ensembles. 
             The algorithm optimizes the model by incorporating an increasing 
             number of top-performing models to create a diverse combination. 
             Presently, only models from 'h2o.ai' are supported.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: h2o (>= 3.34.0.0), h2otools (>= 0.3), curl (>= 4.3.0)
RoxygenNote: 7.2.1
URL: https://github.com/haghish/autoEnsemble,
        https://www.sv.uio.no/psi/english/people/academic/haghish/
BugReports: https://github.com/haghish/autoEnsemble/issues
NeedsCompilation: no
Packaged: 2023-05-08 21:38:36 UTC; U-Shaped-Valley
Author: E. F. Haghish [aut, cre, cph]
Maintainer: E. F. Haghish <haghish@uio.no>
Repository: CRAN
Date/Publication: 2023-05-09 09:30:02 UTC
Built: R 4.2.0; ; 2023-05-16 21:35:39 UTC; unix
