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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:Machine learning. 58, 1 (2005).
1. Verfasser: Webb, Geoffrey I.
Format: Artikel
Sprache:English
Schlagworte: