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What is «SVM» («support-vector machine»)?

In machine learning, support-vector machines (SVMs, also support-vector networks) are supervised learning models with associated learning algorithms that analyze data used for classification and regression analysis.

en.wikipedia.org/wiki/Support-vector_machine