seismometer.plot.mpl.ppv_vs_sensitivity

seismometer.plot.mpl.ppv_vs_sensitivity(ppv, sensitivity, thresholds, *, conf_interval=None, highlight=None, axis=None)

Plots the PPV vs Sensitivity (precision-recall curve).

Will optionally highlight thresholds on the curve.

Parameters:

• ppv (pd.Series) – The positive predictive value (precision).

• sensitivity (pd.Series) – The sensitivity (recall).

• thresholds (pd.Series) – The thresholds of the model, used for annotations.

• conf_interval (Optional['ValueWithCI'], optional) – The confidence interval for the AUPRC, by default None.

• highlight (Optional[list[Number]], optional) – A list of thresholds to highlight on the plot, by default None.

• axis (Optional[plt.Axes], optional) – The matplotlib axis to draw, by default None; creates a new figure.

Return type:

Figure