Ontology highlight
ABSTRACT:
SUBMITTER: Raghu VK
PROVIDER: S-EPMC6510516 | biostudies-literature | 2018 Aug
REPOSITORIES: biostudies-literature
Raghu Vineet K VK Poon Allen A Benos Panayiotis V PV
Proceedings of machine learning research 20180801
Causal structure learning algorithms are very important in many fields, including biomedical sciences, because they can uncover the underlying causal network structure from observational data. Several such algorithms have been developed over the years, but they usually operate on datasets of a single data type: continuous or discrete variables only. More recently, we and others have proposed new causal structure learning algorithms for mixed data types. However, to-date there is no study that cr ...[more]