1. Exact Inference in Bayesian Networks using MapReduce Alex Kozlov Cloudera, Inc. 2. Session Agenda About Me About Cloudera Bayesian (Probabilistic) Networks…
Naïve Bayes Models for Probability Estimation Daniel Lowd University of Washington (Joint work with Pedro Domingos) One-Slide Summary Using an ordinary naïve Bayes…