On Discriminative Bayesian Network Classifiers and Logistic Regression.
Discriminative learning of the parameters in the naive Bayes model is known to be equivalent to a logistic regression problem. Here we show that the same fact holds for much more general Bayesian network models, as long as the corresponding network structure satisfies a certain graph-theoretic prope...
| הוצא לאור ב: | Machine learning. 59, 3 (2005). |
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| מחבר ראשי: | |
| פורמט: | Article |
| שפה: | English |
| נושאים: |