separating hyperplane
[/ˈsɛpəreɪtɪŋ ˈhaɪpərpleɪn/]
nounpl: separating hyperplanes
hiperplano separador
1. In mathematics and machine learning, a hyperplane that divides a space into two half-spaces such that data points of different classes lie on opposite sides of the plane
The support vector machine algorithm finds the separating hyperplane that maximizes the margin between two classes.
O algoritmo de máquina de vetor de suporte encontra o hiperplano separador que maximiza a margem entre duas classes.
2. A geometric concept used in linear classification where a hyperplane acts as a decision boundary between distinct datasets
In three-dimensional space, a separating hyperplane is a plane that separates positive and negative examples.
Em um espaço tridimensional, um hiperplano separador é um plano que separa exemplos positivos e negativos.
This is a technical term primarily used in machine learning, mathematics, and computer science education. It is equally understood in both Brazilian and European Portuguese academic contexts, with no significant regional variations in usage or terminology.
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