uqlm.utils.plots.plot_ranked_auc

uqlm.utils.plots.plot_ranked_auc(uq_result, correct_indicators, scorers_names=None, write_path=None, title='Hallucination Detection: Scorer-specific AUROC', fontsize=10, fontname=None)

Plot the ranked bar plot for hallucination detection AUROC of the given scorers.

Parameters:

• uq_result (UQResult) – The UQResult object to plot

• correct_indicators (ArrayLike) – The correct indicators of the responses

• scorers_names (List[str], default=None) – The names of the scorers to plot

• title (str, default="Hallucination Detection: Scorer-specific AUROC") – The title of the plot

• write_path (Optional[str], default=None) – The path to save the plot

• fontsize (int, default=10) – The font size of the plot

• fontname (str, default=None) – The font name of the plot

Return type:

None