GitHub / lorenzobalzani / 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.
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PURL: pkg:github/lorenzobalzani/bayesian-network-credit-cards
Stars: 2
Forks: 0
Open issues: 0
License: mit
Language: Jupyter Notebook
Size: 8.16 MB
Dependencies parsed at: Pending
Created at: over 2 years ago
Updated at: almost 2 years ago
Pushed at: about 2 years ago
Last synced at: almost 2 years ago
Topics: bayesian-network, credit-card-dataset, pgmpy, python