Calls survival::coxph()
.
lp is predicted by
survival::predict.coxph()
distr is predicted by
survival::survfit.coxph()
crank
is identical tolp
Dictionary
This Learner can be instantiated via the dictionary mlr_learners or with the associated sugar function lrn():
$new()
LearnerSurvCoxPH$get("surv.coxph")
mlr_learnerslrn("surv.coxph")
References
Cox DR (1972). “Regression Models and Life-Tables.” Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187--202. doi:10.1111/j.2517-6161.1972.tb00899.x .
See also
Other survival learners:
mlr_learners_surv.kaplan
,
mlr_learners_surv.rpart
Super classes
mlr3::Learner
-> mlr3proba::LearnerSurv
-> LearnerSurvCoxPH