IOHanalyzer-package | IOHanalyzer: Data Analysis Part of IOHprofiler |
arrange | S3 sort function for DataSetList |
arrange.DataSetList | S3 sort function for DataSetList |
as.character.DataSet | S3 generic as.character operator for DataSet |
AUC | Area Under Curve (Empirical Cumulative Dsitribution Function) |
AUC.ECDF | Area Under Curve (Empirical Cumulative Dsitribution Function) |
bootstrap_RT | Bootstrapping for running time samples |
c.DataSet | S3 concatenation function for DataSet |
c.DataSetList | S3 concatenation function for DataSetList |
cat.DataSet | S3 generic cat operator for DataSet |
check_format | Check the format of data |
DataSet | Constructor of S3 class 'DataSet' |
DataSetList | S3 constructor of the 'DataSetList' |
dsl | Example DataSetList used in tests / examples |
dsl_large | Larger example DataSetList used in tests / examples |
ECDF | Empirical Cumulative Dsitribution Function of Runtime of a single data set |
ECDF.DataSet | Empirical Cumulative Dsitribution Function of Runtime of a single data set |
ECDF.DataSetList | Empirical Cumulative Dsitribution Function of Runtime of a single data set |
get_algId | Get all algorithm ids present in a DataSetList |
get_color_scheme | Get colors according to the current colorScheme of the IOHanalyzer |
get_default_ECDF_targets | Generate ECDF targets for a DataSetList |
get_dim | Get all dimensions present in a DataSetList |
get_ERT | Get Expected RunTime |
get_ERT.DataSet | Get Expected RunTime |
get_ERT.DataSetList | Get Expected RunTime |
get_funcId | Get all function ids present in a DataSetList |
get_funvals | Get all function values present in a DataSetList |
get_FV_overview | Get Function Value condensed overview |
get_FV_overview.DataSet | Get Function Value condensed overview |
get_FV_overview.DataSetList | Get Function Value condensed overview |
get_FV_sample | Get Funtion Value Samples |
get_FV_sample.DataSet | Get Funtion Value Samples |
get_FV_sample.DataSetList | Get Funtion Value Samples |
get_FV_summary | Get Function Value Summary |
get_FV_summary.DataSet | Get Function Value Summary |
get_FV_summary.DataSetList | Get Function Value Summary |
get_line_style | Get line styles according to the current styleScheme of the IOHanalyzer |
get_maxRT | Get the maximal running time |
get_maxRT.DataSet | Get the maximal running time |
get_maxRT.DataSetList | Get the maximal running time |
get_overview | Get condensed overview of datasets |
get_overview.DataSet | Get condensed overview of datasets |
get_overview.DataSetList | Get condensed overview of datasets |
get_parId | Get all parameter ids present in a DataSetList |
get_PAR_name | Get the parameter names of the algorithm |
get_PAR_name.DataSet | Get the parameter names of the algorithm |
get_PAR_sample | Get Parameter Value Samples |
get_PAR_sample.DataSet | Get Parameter Value Samples |
get_PAR_sample.DataSetList | Get Parameter Value Samples |
get_PAR_summary | Get Parameter Value Summary |
get_PAR_summary.DataSet | Get Parameter Value Summary |
get_PAR_summary.DataSetList | Get Parameter Value Summary |
get_RT_overview | Get Runtime Value condensed overview |
get_RT_overview.DataSet | Get Runtime Value condensed overview |
get_RT_overview.DataSetList | Get Runtime Value condensed overview |
get_RT_sample | Get RunTime Sample |
get_RT_sample.DataSet | Get RunTime Sample |
get_RT_sample.DataSetList | Get RunTime Sample |
get_RT_summary | Get RunTime Summary |
get_RT_summary.DataSet | Get RunTime Summary |
get_RT_summary.DataSetList | Get RunTime Summary |
get_runtimes | Get all runtime values present in a DataSetList |
get_target_dt | Generate datatables of runtime or function value targets for a DataSetList |
glicko2_ranking | Glicko2 raning of algorithms |
IOHanalyzer | IOHanalyzer: Data Analysis Part of IOHprofiler |
IOH_plot_ly_default | Template for creating plots in the IOHanalyzer-style |
limit.data | Reduce the size of the data set by evenly subsampling the records |
max_ERTs | Get the ERT-values for all DataSets in a DataSetList at certain targets |
max_ERTs.DataSetList | Get the ERT-values for all DataSets in a DataSetList at certain targets |
mean_FVs | Get the expected function-values for all DataSets in a DataSetList at certain runtimes |
mean_FVs.DataSetList | Get the expected function-values for all DataSets in a DataSetList at certain runtimes |
pairwise.test | Performs a pairwise Kolmogorov-Smirnov test on the bootstrapped running times among a data set |
pairwise.test.DataSetList | Performs a pairwise Kolmogorov-Smirnov test on the bootstrapped running times among a data set |
pairwise.test.list | Performs a pairwise Kolmogorov-Smirnov test on the bootstrapped running times among a data set |
Plot.FV.Aggregated | Plot expected function value-based comparison over multiple functions or dimensions |
Plot.FV.Aggregated.DataSetList | Plot expected function value-based comparison over multiple functions or dimensions |
Plot.FV.ECDF_AUC | Radarplot of the area under the aggregated ECDF-curve of a DataSetList. |
Plot.FV.ECDF_AUC.DataSetList | Radarplot of the area under the aggregated ECDF-curve of a DataSetList. |
Plot.FV.ECDF_Per_Target | Plot the empirical cumulative distriburtion as a function of the target values of a DataSetList at certain target runtimes |
Plot.FV.ECDF_Per_Target.DataSetList | Plot the empirical cumulative distriburtion as a function of the target values of a DataSetList at certain target runtimes |
Plot.FV.ECDF_Single_Func | Plot the aggregated empirical cumulative distriburtion as a function of the function values of a DataSetList. |
Plot.FV.ECDF_Single_Func.DataSetList | Plot the aggregated empirical cumulative distriburtion as a function of the function values of a DataSetList. |
Plot.FV.Histogram | Plot histograms of the function values of a DataSetList at a certain target runtime |
Plot.FV.Histogram.DataSetList | Plot histograms of the function values of a DataSetList at a certain target runtime |
Plot.FV.Multi_Func | Plot FV-plots for multiple functions or dimensions |
Plot.FV.Multi_Func.DataSetList | Plot FV-plots for multiple functions or dimensions |
Plot.FV.Parameters | Plot the parameter values recorded in a DataSetList (aligned by budget) |
Plot.FV.Parameters.DataSetList | Plot the parameter values recorded in a DataSetList (aligned by budget) |
Plot.FV.PDF | Plot probablity density function of the function values of a DataSetList at a certain target runtime |
Plot.FV.PDF.DataSetList | Plot probablity density function of the function values of a DataSetList at a certain target runtime |
Plot.FV.Single_Func | Plot lineplot of the expected function values of a DataSetList |
Plot.FV.Single_Func.DataSetList | Plot lineplot of the expected function values of a DataSetList |
Plot.RT.Aggregated | Plot ERT-based comparison over multiple functions or dimensions |
Plot.RT.Aggregated.DataSetList | Plot ERT-based comparison over multiple functions or dimensions |
Plot.RT.ECDF_AUC | Radarplot of the area under the aggregated ECDF-curve of a DataSetList. |
Plot.RT.ECDF_AUC.DataSetList | Radarplot of the area under the aggregated ECDF-curve of a DataSetList. |
Plot.RT.ECDF_Multi_Func | Plot the aggregated empirical cumulative distriburtion as a function of the running times of a DataSetList. Aggregated over multiple functions or dimensions. |
Plot.RT.ECDF_Multi_Func.DataSetList | Plot the aggregated empirical cumulative distriburtion as a function of the running times of a DataSetList. Aggregated over multiple functions or dimensions. |
Plot.RT.ECDF_Per_Target | Plot the empirical cumulative distriburtion as a function of the running times of a DataSetList at certain target function values |
Plot.RT.ECDF_Per_Target.DataSetList | Plot the empirical cumulative distriburtion as a function of the running times of a DataSetList at certain target function values |
Plot.RT.ECDF_Single_Func | Plot the aggregated empirical cumulative distriburtion as a function of the running times of a DataSetList. |
Plot.RT.ECDF_Single_Func.DataSetList | Plot the aggregated empirical cumulative distriburtion as a function of the running times of a DataSetList. |
Plot.RT.Histogram | Plot histograms of the runtimes of a DataSetList at a certain target function value |
Plot.RT.Histogram.DataSetList | Plot histograms of the runtimes of a DataSetList at a certain target function value |
Plot.RT.Multi_Func | Plot ERT-plots for multiple functions or dimensions |
Plot.RT.Multi_Func.DataSetList | Plot ERT-plots for multiple functions or dimensions |
Plot.RT.Parameters | Plot the parameter values recorded in a DataSetList (aligned by funcion value) |
Plot.RT.Parameters.DataSetList | Plot the parameter values recorded in a DataSetList (aligned by funcion value) |
Plot.RT.PMF | Plot probablity mass function of the runtimes of a DataSetList at a certain target function value |
Plot.RT.PMF.DataSetList | Plot probablity mass function of the runtimes of a DataSetList at a certain target function value |
Plot.RT.Single_Func | Plot lineplot of the ERTs of a DataSetList |
Plot.RT.Single_Func.DataSetList | Plot lineplot of the ERTs of a DataSetList |
Plot.Stats.Glicko2_Candlestick | Create a candlestick plot of Glicko2-rankings |
Plot.Stats.Glicko2_Candlestick.DataSetList | Create a candlestick plot of Glicko2-rankings |
Plot.Stats.Significance_Graph | Plot a network graph showing the statistically different algorithms |
Plot.Stats.Significance_Graph.DataSetList | Plot a network graph showing the statistically different algorithms |
Plot.Stats.Significance_Heatmap | Plot a heatmap showing the statistically different algorithms |
Plot.Stats.Significance_Heatmap.DataSetList | Plot a heatmap showing the statistically different algorithms |
print.DataSet | S3 generic print operator for DataSet |
print.DataSetList | S3 print function for DataSetList |
read_index_file | Read .info files and extract information |
runServer | Create a shiny-server GUI to interactively use the IOHanalyzer |
save_plotly | Save plotly figure in multiple format |
scan_index_file | Scan *.info files for IOHProfiler or COCO |
seq_FV | Function for generating sequences of function values |
seq_RT | Function for generating sequences of runtime values |
set_color_scheme | Set the colorScheme of the IOHanalyzer plots |
SP | Estimator 'SP' for the Expected Running Time (ERT) |
subset.DataSetList | Filter a DataSetList by some criteria |
summary.DataSet | S3 generic summary operator for DataSet |
summary.DataSetList | S3 summary function for DataSetList |
==.DataSet | S3 generic == operator for DataSets |
[.DataSetList | S3 extraction function for DataSetList |