ucla-starai / direct-factored-deletion Goto Github PK
View Code? Open in Web Editor NEWPrototype implementation of direct and factored deletion algorithms to learn Bayesian network parameters from incomplete data under the MCAR and MAR assumptions. These algorithms are consistent, yet they only require a single pass over the data, and no inference in the Bayesian network.
Home Page: http://reasoning.cs.ucla.edu/deletion/
License: Apache License 2.0