A Fast Calculation of Metric Scores for Learning Bayesian Network

Frequent counting is a very so often required operation in machine learning algorithms. A typical machine learning task, learning the structure of Bayesian network (BN) based on metric scoring, is introduced as an example that heavily relies on frequent counting. A fast calculation method for freque...

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Veröffentlicht in:International journal of automation and computing 2012-02, Vol.9 (1), p.37-44
Hauptverfasser: Lv, Qiang, Xia, Xiao-Yan, Qian, Pei-De
Format: Artikel
Sprache:eng
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