plot_time_dependent_auc

Note

This page is a reference documentation. It only explains the function signature, and not how to use it. Please refer to the Habitat Guide and Python API guide (v2.0) for usage.

plot_time_dependent_auc(time: ndarray, event: ndarray, risk: ndarray, *, n_times: int = 50, time_label: str = 'Time')[source]

Uno’s cumulative/dynamic AUC as a function of follow-up time.

Parameters:

  • time – Observed follow-up durations.

  • event – Event indicators, True for observed events.

  • risk – Per-subject risk scores (higher means shorter survival).

  • n_times – Number of grid points across the evaluable range.

  • time_label – X-axis label (sanitised).

Returns:

The matplotlib Figure.