Not so Naive Bayes Aggregating One-Dependence Estimators.

Of numerous proposals to improve the accuracy of naive Bayes by weakening its attribute independence assumption, both LBR and Super-Parent TAN have demonstrated remarkable error performance. However, both techniques obtain this outcome at a considerable computational cost. We present a new approach...

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Bibliographic Details
Published in:Machine learning. 58, 1 (2005).
Main Author: Webb, Geoffrey I.
Format: Article
Language:English
Subjects: