Software

BACC

A Bayesian approach for comparing cross-validated algorithms on multiple data sets

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ETAN

Extended Tree Augmented Naive Bayes Classifier

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G-LP

An algorithm for approximated credal network inferences

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IDP

A statistical toolbox for Bayesian nonparametric hypothesis tests based on the Dirichlet process

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iHMM-1NN

A credal classifier for temporal data

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NHC

Second-order naive credal classifier

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Data

CNsBench

A benchmark for credal network updating.

Networks are in the BIF/CIF format. And can be downloaded here.

Exact inference for the marginal upper probabilities are available here.