mlnext.plot.plot_point_adjust_metrics#

mlnext.plot.plot_point_adjust_metrics(y_hat: ndarray, y: ndarray, *, return_fig: bool = False) → Figure | None[source]#

Plots point_adjust_metrics.

Parameters:

  • y_hat (np.ndarray) – Label predictions.

  • y (np.ndarray) – Ground truth.

  • return_fig (bool) – Whether to return the figure (Default: False).

Returns:

Returns the figure if return_fig=True.

Return type:

T.Optional[Figure]

Example

>>> import mlnext
>>> import numpy as np
>>> mlnext.plot_point_adjust_metrics(
...   y_hat=np.array([0, 1, 1, 0]), y=np.array([0, 1, 1, 1]))

Expected result:

../_images/plot_point_adjust_metrics.png