BabelNet

bn:16608229n

Noun Concept

Categories: Statistical classification, Probabilistic models

Class membership probabilities probabilistic classification probabilistic classifier calibration plot Class-membership probabilities

A classifier that is able to predict, given a sample input, a probability distribution over a set of classes, rather than only outputting the most likely class that the sample should belong to. Open English WordNet

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In machine learning, a probabilistic classifier is a classifier that is able to predict, given an observation of an input, a probability distribution over a set of classes, rather than only outputting the most likely class that the observation should belong to. Wikipedia

Probabilistic classifiers provide classification with a degree of certainty, which can be useful in its own right, or when combining classifiers into ensembles. Open English WordNet

IS A

classifier

HAS KIND

naive Bayes classifier

CATEGORY DOMAIN

machine learning

Open English WordNet

probabilistic classifier

Wikipedia

probabilistic classification

Wikidata

Class membership probabilities

Wikipedia Redirections

calibration plot, Class-membership probabilities, Class membership probabilities, Group-membership probabilities, Group membership probabilities, probabilistic classifier