Learning Discrete Bayesian Networks from Data
Summary
Front page
Introduction to Bayesian Networks
Which Our Goal is.
Learning With Bayesian Model Selection Approach
Which Is The ``Best'' Model?
Simplifying Assumptions
An Algorithm For Learning BN
Heuristic Search in DAG space
Evaluation Methodology
Results From Simulated BNs (I)
Results From Simulated BNs (II)
A Case Study: College Plans
College Plans: Our Results
Summary
Front Page
Introduction to Bayesian Networks
Which Our Goal is.
Learning With Bayesian Model Selection Approach
Which Is The ``Best'' Model?
Simplifying Assumptions
An Algorithm For Learning BN
Heuristic Search in DAG space
Evaluation Methodology
Results From Simulated BNs (I)
Results From Simulated BNs (II)
A Case Study: College Plans
College Plans: Our Results
Summary
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© 1999 by Enrico Papalini
