Definitions
There is 1 meaning of the phrase
Support Vector Machine.
Support Vector Machine - as a 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.
Example: "The svm algorithm has been widely applied in the biological and other sciences."
Synonyms (Exact Relations)
support vector networksvmExample Sentences
"A support vector machine is a type of machine learning algorithm used for classification and regression analysis."
"The support vector machine algorithm finds the best decision boundary between different classes in a dataset."
"One advantage of support vector machines is their robustness against overfitting."
"A support vector machine requires labeled training data to learn from."
"The hyperplane in a support vector machine represents the decision boundary."
