linear separator
[/ˈlɪniər ˈsɛpəreɪtər/]
nounpl: linear separators
separador linear
1. A geometric line or hyperplane that divides a space into two distinct regions, commonly used in machine learning and geometry to classify or separate data points
In binary classification, a linear separator can distinguish between two classes by drawing a straight line through the feature space.
Em classificação binária, um separador linear pode distinguir entre duas classes traçando uma linha reta através do espaço de características.
2. A mathematical boundary used in support vector machines and other algorithms to partition data sets into linearly separable groups
The algorithm found an optimal linear separator that maximized the margin between the two data clusters.
O algoritmo encontrou um separador linear ótimo que maximizou a margem entre os dois aglomerados de dados.
This is a specialized technical term primarily used in machine learning, artificial intelligence, and data science contexts. It gained prominence with the expansion of AI research and is used consistently across both Brazilian Portuguese and European Portuguese academic communities, as well as in international technical literature.
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