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