UnBBayes

A probabilistic network framework to help you with your work.
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UnBBayes Ranking & Summary

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  • Rating:
  • License:
  • GPL
  • Publisher Name:
  • Marcelo Ladeira
  • Operating Systems:
  • Windows All
  • File Size:
  • 30.2 MB

UnBBayes Tags


UnBBayes Description

UnBBayes is a reliable and easy to use Java-based probabilistic network framework, offering both a GUI and an API with inference, sampling, learning and evaluation options. This application offers support for: Probabilistic Networks: · Bayesian Network (BN) · Junction Tree · Likelihood Weighting · Gibbs · Influence Diagram (ID) · Multiply Sectioned Bayesian Network (MSBN) · Hybrid Bayesian Network (HBN) · Gaussian Mixture - Propagation under development · Object-Oriented Bayesian Network (OOBN) FOL Probabilistic Network: · Multi-Entity Bayesian Network (MEBN) · Probabilistic Ontology Language (PR-OWL) Learning Bayesian Network: · K2 · B · CBL-A · CBL-B · Incremental Learning Sampling: · Logic · Likelihood Weighting · Gibbs Classification Performance Evaluation: · Evaluation using Logic Sampling · Evaluation using Likelihood Weighting Sampling


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