Plots the receiver operating characteristic (ROC) curve as a function of \(P_{fa}\).

Parameters:¶

p_fa: ArrayLike¶

The probability of false alarm \(P_{fa}\).

p_d: ArrayLike¶

The probability of detection \(P_d\).

ax: Axes | None = None¶

The axis to plot on. If None, the current axis is used.

type: 'linear' | 'semilogx' | 'semilogy' | 'loglog' = 'semilogx'¶

The type of plot to generate.

**kwargs¶

Additional keyword arguments to pass to the plotting function defined by type.