gretapy.pl.ranking

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gretapy.pl.ranking#

gretapy.pl.ranking(df, level='class', palette=None, **kwargs)#

Plot a ranking figure with a barplot of mean F0.1 and a heatmap of rankings.

Parameters:

  • df (pandas.DataFrame) – Metrics dataframe with columns: class, task, db, dataset, name, f01.

  • level (str) – 'class' for summary heatmap at class level (Predictive, Genomic, etc.), 'task' for the fine-grained (db, task) heatmap with hierarchical headers.

  • palette (dict or None) – Method name -> color mapping. Uses default palette if None.

  • **kwargs – Additional arguments passed to decoupler.Plotter (e.g. figsize, dpi, return_fig, save). figsize defaults to auto-computed based on data dimensions. dpi defaults to 100.

Returns:

fig : matplotlib.figure.Figure or None

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