Matches in DBpedia 2014 for { <http://dbpedia.org/resource/Probabilistic_classification> ?p ?o. }
Showing items 1 to 12 of
12
with 100 items per page.
- Probabilistic_classification abstract "In machine learning, a probabilistic classifier is a classifier that is able to predict, given a sample input, a probability distribution over a set of classes, rather than only predicting a class for the sample. Probabilistic classifiers provide classification with a degree of certainty, which can be useful when combining them into larger systems, for example in ensemble classifiers.Formally, a probabilistic classifier is a conditional distribution over a set of classes Y, given inputs X. Deciding on the best class label for X can then be done using the optimal decision ruleBinary probabilistic classifiers are also called binomial regression models in statistics. In econometrics, probabilistic classification in general is called discrete choice.Some classification models, such as naive Bayes, logistic regression and multilayer perceptrons (when trained under an appropriate loss function) are naturally probabilistic. Other models such as support vector machines are not, but probability models can be fit on their outputs; examples of this technique include Platt scaling and isotonic calibration.".
- Probabilistic_classification wikiPageID "42378348".
- Probabilistic_classification wikiPageRevisionID "602562698".
- Probabilistic_classification subject Category:Probabilistic_models.
- Probabilistic_classification subject Category:Statistical_classification.
- Probabilistic_classification comment "In machine learning, a probabilistic classifier is a classifier that is able to predict, given a sample input, a probability distribution over a set of classes, rather than only predicting a class for the sample. Probabilistic classifiers provide classification with a degree of certainty, which can be useful when combining them into larger systems, for example in ensemble classifiers.Formally, a probabilistic classifier is a conditional distribution over a set of classes Y, given inputs X.".
- Probabilistic_classification label "Probabilistic classification".
- Probabilistic_classification sameAs m.0105s2tj.
- Probabilistic_classification sameAs Q5128022.
- Probabilistic_classification sameAs Q5128022.
- Probabilistic_classification wasDerivedFrom Probabilistic_classification?oldid=602562698.
- Probabilistic_classification isPrimaryTopicOf Probabilistic_classification.