decoupler.plot_metrics_boxplot
- decoupler.plot_metrics_boxplot(df, metric, groupby=None, figsize=(5, 5), dpi=100, ax=None, title=None, xlabel=None, ylabel=None, return_fig=False, save=None, **kwargs)
Plot boxplots showing the distribution of scores between methods for a metric.
- Parameters:
- dfDataFrame
Performance metrics per method, obtained by running run_benchmark.
- metricstr
Name of metric to plot, must be either “mcauroc”, “mcauprc”, “rank” or “nrank”.
- groupbystr
Metrics can be gruped by an extra categorical column.
- figsizetuple
Figure size.
- dpiint
DPI resolution of figure.
- axAxes, None
A matplotlib axes object. If None returns new figure.
- titlestr
Text to write as title of the plot.
- xlabelstr
Text to write as xlabel of the plot.
- ylabelstr
Text to write as ylabel of the plot.
- return_figbool
Whether to return a Figure object or not.
- savestr, None
Path to where to save the plot. Infer the filetype if ending on {
.pdf,.png,.svg}.- kwargsdict
Other keyword arguments are passed through to seaborn.boxplot().
- Returns:
- figFigure, None
If return_fig, returns Figure object.