New preprint: "mlr3proba: Machine Learning Survival Analysis in R"
mlr3proba
is an add-on package in the mlr3
universe that provides support for probabilistic regression. In this paper we focus on it’s capabilities for machine learning based survival analysis. mlr3proba
provides a clean interface to many learners and their evaluation using different measures (see here for an overview). The paper is available here: https://arxiv.org/abs/2008.08080