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IOHanalyzer  

Data Analysis Part of 'IOHprofiler'
View on CRAN: Click here


Download and install IOHanalyzer package within the R console
Install from CRAN:
install.packages("IOHanalyzer")

Install from Github:
library("remotes")
install_github("cran/IOHanalyzer")

Install by package version:
library("remotes")
install_version("IOHanalyzer", "0.1.8.10")



Attach the package and use:
library("IOHanalyzer")
Maintained by
Diederick Vermetten
[Scholar Profile | Author Map]
First Published: 2019-05-03
Latest Update: 2022-03-09
Description:
The data analysis module for the Iterative Optimization Heuristics Profiler ('IOHprofiler'). This module provides statistical analysis methods for the benchmark data generated by optimization heuristics, which can be visualized through a web-based interface. The benchmark data is usually generated by the experimentation module, called 'IOHexperimenter'. 'IOHanalyzer' also supports the widely used 'COCO' (Comparing Continuous Optimisers) data format for benchmarking.
How to cite:
Diederick Vermetten (2019). IOHanalyzer: Data Analysis Part of 'IOHprofiler'. R package version 0.1.8.10, https://cran.r-project.org/web/packages/IOHanalyzer. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.1.0 (2019-05-03 14:00), 0.1.1 (2019-05-29 15:40), 0.1.3 (2020-01-10 16:30), 0.1.4 (2020-06-24 19:50), 0.1.5.2 (2021-05-31 17:40), 0.1.6.1 (2021-10-21 14:30), 0.1.6.3 (2022-03-09 09:20), 0.1.8.2 (2023-09-20 12:30), 0.1.8.6 (2023-12-04 15:30)
Other packages that cited IOHanalyzer R package
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Other R packages that IOHanalyzer depends, imports, suggests or enhances
Complete documentation for IOHanalyzer
Functions, R codes and Examples using the IOHanalyzer R package
Some associated functions: AUC . DataSet . DataSetList . ECDF . IOH_plot_ly_default . IOHanalyzer . IOHanlyzer-deprecated . Plot.Comparison.Heatmap . Plot.FV.Aggregated . Plot.FV.ECDF_AUC . Plot.FV.ECDF_Per_Target . Plot.FV.ECDF_Single_Func . Plot.FV.Histogram . Plot.FV.Multi_Func . Plot.FV.PDF . Plot.FV.Parameters . Plot.FV.Single_Func . Plot.Performviz . Plot.RT.Aggregated . Plot.RT.ECDF_AUC . Plot.RT.ECDF_Multi_Func . Plot.RT.ECDF_Per_Target . Plot.RT.ECDF_Single_Func . Plot.RT.Histogram . Plot.RT.Multi_Func . Plot.RT.PMF . Plot.RT.Parameters . Plot.RT.Single_Func . Plot.Stats.Glicko2_Candlestick . Plot.Stats.Significance_Graph . Plot.Stats.Significance_Heatmap . SP . arrange . as.character.DataSet . bootstrap_RT . c.DataSet . c.DataSetList . cat.DataSet . change_id . check_dsc_configured . check_format . clean_DataSetList . dsl . dsl_large . equals-.DataSet . fast_RT_samples . generate_data.AUC . generate_data.Aggr . generate_data.ECDF . generate_data.ECDF_raw . generate_data.Heatmaps . generate_data.PMF . generate_data.Parameters . generate_data.Single_Function . generate_data.hist . get_ECDF_targets . get_ERT . get_FV_overview . get_FV_sample . get_FV_summary . get_PAR_name . get_PAR_sample . get_PAR_summary . get_RT_overview . get_RT_sample . get_RT_summary . get_algId . get_color_scheme . get_color_scheme_dt . get_default_ECDF_targets . get_dim . get_dsc_omnibus . get_dsc_posthoc . get_dsc_rank . get_funcId . get_funcName . get_funvals . get_id . get_line_style . get_marg_contrib_ecdf . get_maxRT . get_ontology_data . get_ontology_var . get_overview . get_parId . get_position_dsl . get_runtimes . get_shapley_values . get_static_attribute_values . get_static_attributes . get_target_dt . glicko2_ranking . limit.data . max_ERTs . mean_FVs . pairwise.test . plot_general_data . print.DataSet . print.DataSetList . read_index_file . register_DSC . runServer . save_plotly . save_table . scan_index_file . seq_FV . seq_RT . set_DSC_credentials . set_color_scheme . sub-.DataSetList . subset.DataSet . subset.DataSetList . summary.DataSet . summary.DataSetList . 
Some associated R codes: DataSet.R . DataSetList.R . IOHanalyzer-deprecated.R . IOHanalyzer.R . RcppExports.R . data.R . plot.R . plotDataSetList.R . readFiles.R . runServer.R . stats.R .  Full IOHanalyzer package functions and examples
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