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DESCRIPTION
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Package: h2otools
Type: Package
Title: Machine Learning Model Evaluation for 'h2o' Package
Version: 0.4
Authors@R:
person("E. F. Haghish",
role = c("aut", "cre", "cph"),
email = "[email protected]")
Depends:
R (>= 3.5.0)
Description:
In the process of model selection, the common practice is to select
a model with the higher performance. However, the fine-tuning
process might tune multiple models with negligible performance
differences. This software provides a statistical procedure for
comparing the performance of machine learning models using a
bootstrapping technique to assess significant differences between
models' performances. Additionally, it offers extra performance
metrics such as the F-Measure and additional functionalities for
working with the H2O AI software package. For more information
about the 'h2o' package, visit https://h2o.ai/.
License: MIT + file LICENSE
Encoding: UTF-8
Imports:
h2o (>= 3.34.0.0),
curl,
boot
RoxygenNote: 7.3.1
LazyData: true
URL: https://github.com/haghish/h2otools, https://www.sv.uio.no/psi/english/people/academic/haghish/
BugReports: https://github.com/haghish/h2otools/issues