Highly Influenced

# Incremental Learning of Tree Augmented Naive Bayes Classifiers

@inproceedings{Alcob2002IncrementalLO, title={Incremental Learning of Tree Augmented Naive Bayes Classifiers}, author={Josep Roure Alcob{\'e}}, booktitle={IBERAMIA}, year={2002} }

- Published 2002 in IBERAMIA
DOI:10.1007/3-540-36131-6_4

Machine learning has focused a lot of attention at Bayesian classifiers in recent years. It has seen that even Naive Bayes classifier performs well in many cases, it may be improved by introducing some dependency relationships among variables (Augmented Naive Bayes). Naive Bayes is incremental in nature but, up to now, there are no incremental algorithms for learning Augmented classifiers. When data is presented in short chunks of instances, there is an obvious need for incrementally improvingâ€¦Â CONTINUE READING

Highly Cited

This paper has 36 citations. REVIEW CITATIONS

#### From This Paper

##### Figures, tables, and topics from this paper.

16 Citations

13 References

Similar Papers