问题
Is the are java alternative to Bayesian Belief Network framework - Infer.NET? Preferable if it be scalable(online learning for large datasets), well-supported(last updated since 2010) and open source and easy to write network structure. So all features from Infer.NET.
回答1:
Listing here two Bayesian Network Classifiers projects that I am aware of:
- CI Bayes - active, last release is 2.0, released on 6th of Oct 2010 and available from their Maven2 repository
- jBNC - inactive for several years, listing it here just for completeness sake.
I'm not sure how they compare to Infer.NET, so you better make your own tests.
回答2:
You should perhaps also consider Samiam, it is very powerful and well maintained. I'm not familiar with Infer.NET so I don't know how it compares.
回答3:
Why not take the right tool for the job? For statistics and machine learning that's the programming language R. http://cran.r-project.org/web/views/MachineLearning.html
回答4:
Unfortunately, I have not found anything that's as full-featured and well-supported as infer.NET. Please update if you do!
I use an old package from CMU called JavaBayes -- it works, but no continuous variables.
来源：https://stackoverflow.com/questions/3934160/is-there-a-java-alternative-to-the-bayesian-belief-network-framework-infer-net