TAN classifiers based on decomposable distributions
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Publication:1778139
DOI10.1007/s10994-005-0470-7zbMath1105.68091OpenAlexW2022577571MaRDI QIDQ1778139
Ramon López Mántaras, Jesús Cerquides
Publication date: 17 June 2005
Published in: Machine Learning (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10994-005-0470-7
Bayesian networksnaive BayesBayesian model averagingBayesian network classifierstree augmented naive Bayesdecomposable distributions
Related Items (5)
Bayesian analysis of population structure based on linked molecular information ⋮ Marginal and simultaneous predictive classification using stratified graphical models ⋮ Bayesian Model Averaging: A Systematic Review and Conceptual Classification ⋮ Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy ⋮ Discretization for Naive-Bayes learning: managing discretization bias and variance
Uses Software
Cites Work
- On the optimality of the simple Bayesian classifier under zero-one loss
- Bayesian network classifiers
- Learning Bayesian networks: The combination of knowledge and statistical data
- An Algorithm for Finding K Minimum Spanning Trees
- A Randomized Time-Work Optimal Parallel Algorithm for Finding a Minimum Spanning Forest
- Approximating discrete probability distributions with dependence trees
- A simple generalisation of the area under the ROC curve for multiple class classification problems
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