sksurv.nonparametric.
SurvivalFunctionEstimator
Kaplan–Meier estimate of the survival function.
__init__
Initialize self. See help(type(self)) for accurate signature.
Methods
__init__()
Initialize self.
fit(y)
fit
Estimate survival distribution from training data.
predict_proba(time)
predict_proba
Return probability of an event after given time point.
y (structured array, shape = (n_samples,)) – A structured array containing the binary event indicator as first field, and time of event or time of censoring as second field.
self
\(\hat{S}(t) = P(T > t)\)
time (array, shape = (n_samples,)) – Time to estimate probability at.
prob – Probability of an event.
array, shape = (n_samples,)