Bayesian Networks

Machine Learning Mathematical Derivations (10): Semi-Naive Bayes and Bayesian Networks

From SPODE, TAN and AODE to full Bayesian networks: how relaxing the conditional-independence assumption -- through one-dependence trees, ensembles of super-parents and graphical structure learning -- closes the gap …