moabb.analysis.plotting.meta_analysis_plot#

moabb.analysis.plotting.meta_analysis_plot(stats_df, alg1, alg2)[source]#

Meta-analysis to compare two algorithms across several datasets.

A meta-analysis style plot that shows the standardized effect with confidence intervals over all datasets for two algorithms. Hypothesis is that alg1 is larger than alg2

Parameters

  • stats_df (DataFrame) – DataFrame generated by compute_dataset_statistics

  • alg1 (str) – Name of first pipeline

  • alg2 (str) – Name of second pipeline

Returns

fig – Pyplot handle

Return type

Figure

Examples using moabb.analysis.plotting.meta_analysis_plot#

Statistical Analysis

Statistical Analysis

Statistical Analysis