Hypernym

classifier 3

noun

an algorithm that implements classification.

Domain_of_synset_-_TOPIC

machine learning 1

noun

a subfield of computer science that explores the study and construction of algorithms that can learn from and make predictions on data.

probabilistic classifier 1

noundomain: thinking

EnWordnet [ver.5.0]

English

Definition

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.

Examples

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

Hyponym

naive Bayes classifier 1

noun

any simple probabilistic classifier based on applying Bayes' theorem with strong (naive) independence assumptions between the features.

Member_of_this_domain_-_TOPIC

machine learning 1

noun

a subfield of computer science that explores the study and construction of algorithms that can learn from and make predictions on data.

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