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arenar
View on CRAN: Click
here
Download and install arenar package within the R console
Install from CRAN:
install.packages("arenar")
Install from Github:
library("remotes")
install_github("cran/arenar")
Install by package version:
library("remotes")
install_version("arenar", "0.2.0")
Attach the package and use:
library("arenar")
Maintained by
Piotr Piątyszek
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-07-27
Latest Update: 2020-10-01
Description:
Generates data for challenging machine learning models in 'Arena'
- an interactive web application. You can start
the server with XAI (Explainable Artificial Intelligence) plots to be
generated on-demand or precalculate and auto-upload data file beside
shareable 'Arena' URL.
How to cite:
Piotr Piątyszek (2020). arenar: Arena for the Exploration and Comparison of any ML Models. R package version 0.2.0, https://cran.r-project.org/web/packages/arenar. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.8 (2020-07-27 15:10)
Other packages that cited arenar R package
View arenar citation profile
Other R packages that arenar depends,
imports, suggests or enhances
Complete documentation for arenar
Functions, R codes and Examples using
the arenar R package
Some associated functions: calculate_subsets_performance . create_arena . get_accumulated_dependence . get_attributes . get_break_down . get_ceteris_paribus . get_dataset_attributes . get_dataset_plots . get_datasets_list . get_fairness . get_feature_importance . get_funnel_measure . get_global_plots . get_json_structure . get_local_plots . get_message_output . get_metrics . get_model_attributes . get_observation_attributes . get_observations_list . get_partial_dependence . get_rec . get_roc . get_shap_values . get_subsets_performance . get_variable_against_another . get_variable_attributes . get_variable_distribution . get_variables_list . print.arena_live . print.arena_static . push_dataset . push_model . push_observations . run_server . save_arena . split_multiclass_explainer . truncate_vector . upload_arena . validate_new_dataset . validate_new_model . validate_new_observations .
Some associated R codes: arena.R . attributes.R . live.R . plots.R . print.R . subsets_performance.R . utlis.R . Full arenar package functions and examples
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