Not so Naive Bayes Aggregating One-Dependence Estimators.

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...

Deskribapen osoa

Xehetasun bibliografikoak
Argitaratua izan da:Machine learning. 58, 1 (2005).
Egile nagusia: Webb, Geoffrey I.
Formatua: Artikulua
Hizkuntza:English
Gaiak:
Naive Bayes.
Semi-naive Bayes.
Attribute independence assumption.
Probabilistic prediction.