Hypernym

noun

the branch of engineering science that studies (with the aid of computers) computable processes and structures

machine learning 1

noundomain: thinking

EnWordnet [ver.5.0]

English

Definition

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

Examples

1.As a scientific endeavour, machine learning grew out of the quest for artificial intelligence.

Member_of_this_domain_-_TOPIC

classifier 3

noun

an algorithm that implements classification.

probabilistic classifier 1

noun

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.

naive Bayes classifier 1

noun

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

support vector machine 1

noun

a classifier that constructs a hyperplane or set of hyperplanes in a high- or infinite-dimensional space, which can be used for classification, regression, or other tasks.

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