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Parameter Learning in Probabilistic Databases: A Least Squares Approach
Bernd Gutmann
Video in druga učna gradiva
Oznake: computer science;machine learning
Probabilistic databases compute the success probabilities of queries. We introduce the problem of learning the parameters of the probabilistic database ProbLog. Given the observed success probabilities of a set of queries, we compute the probabilities attached to facts that have a low approximat ...
Leto: 2008 Vir: videolectures.net
Parameter Learning in Probabilistic Databases: A Least Squares Approach
Bernd Gutmann , Angelika Kimmig , Luc De Raedt , Kristian Kersting
Video in druga učna gradiva
Oznake: computer science;machine learning;statistical learning
We introduce the problem of learning the parameters of the probabilistic database ProbLog. Given the observed success probabilities of a set of queries, we compute the probabilities attached to facts that have a low approximation error on the training examples as well as on unseen examples. Assuming ...
Leto: 2008 Vir: videolectures.net
Št. zadetkov: 2
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