auton-survival
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Question about predictions on right-censored data
Great library, thanks so much for it!
I'm currently using the DeepRecurrentSurvivalMachines model and I'm trying to predict the time-to-event values for my right-censored data. From testing, the values it's returning are much smaller than I'd expect.
Does .predict_mean()
return these values as I'm expecting?
def predict_mean(self, x, risk=1):
r"""Returns the mean Time-to-Event \( t \)
Parameters
----------
x: np.ndarray
A numpy array of the input features, \( x \).
Returns:
np.array: numpy array of the mean time to event.
"""
If not, could you let me know how I could achieve this functionality?