moabb.analysis.plotting.meta_analysis_plot

moabb.analysis.plotting.meta_analysis_plot(stats_df, alg1, alg2)

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