1BC and 1BC2: first-order naive Bayesian classifiers

Downloads

• 1BC and 1BC2 systems (GNU C, gzipped tar archive)
  • User Guide
  • Datasets

Papers

• P. Flach and N. Lachiche. Naive Bayesian classification of structured data. Machine Learning 57(3): 233--269, 2004. [Pre-publication version, PDF]
• N. Lachiche and P. Flach. 1BC2: a true first-order Bayesian classifier. In: Proceedings of the 12th International Conference on Inductive Logic Programming, pages 133--148. Springer-Verlag, July 2002. [PDF]
• P. Flach and N. Lachiche. 1BC: A First-Order Bayesian Classifier. In: Ninth International Workshop on Inductive Logic Programming (ILP'99), S. Dzeroski and P. Flach, editors, pages 92--103. Springer-Verlag, June 1999. [PDF]