/bayesian-network-credit-cards

The objective of this study is to explore the impact of the structure of a Bayesian Network on its overall run-time, potential unwanted bias, and accuracy in performing a classification task. A credit card default dataset was utilised to construct six networks with varying structures and to learn their conditional probability distributions.

Primary LanguageJupyter NotebookMIT LicenseMIT

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