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Bayesian Association Rules/Ushahidi
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Bayesian Association Rules

Bayesian Association Rules extend classical association rule mining by placing a prior probability distribution over rules and scoring them by their posterior probability given the data. Rather than thresholding on raw support and confidence counts, this Bayesian framework naturally penalises complexity, corrects for multiple comparisons, and produces calibrated probabilistic rule strengths across transactional or categorical datasets.

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Bayesian Association Rule Mining
Rekodi ya mbinu ya kiajenda · ml-model / machine-learning
  • Heckerman, D., Geiger, D., & Chickering, D. M. (1995). Learning Bayesian networks: The combination of knowledge and statistical data. Machine Learning, 20(3), 197–243. · DOI 10.1007/BF00994016
  • Agrawal, R., & Srikant, R. (1994). Fast algorithms for mining association rules. In Proceedings of the 20th International Conference on Very Large Data Bases (VLDB), 1215, 487–499. · URL
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Taxonomic bucketApriori Algorithmmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketAssociation Rulesmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketBayesian Gaussian Mixture Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketBayesian Naive Bayesmachine-suggested · Relational suggestion, not evidence.Same method familyFP-Growthmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Association Rulesmachine-suggested · Relational suggestion, not evidence.

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Sources recorded, not reviewed

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