support vector network
- noun
- /səˈpɔrt ˈvɛktər ˈnɛtˌwɜrk/
- Specialized
:
red de vectores de soporte
- Researchers improved prediction accuracy by using a support vector network rather than a simple linear classifier.
Examples
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The support vector network effectively separated the two classes of data points in the dataset.
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Training a support vector network on large datasets can require significant computational resources.
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The support vector network is widely used in machine learning.
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Many researchers prefer support vector networks for their accuracy.
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Researchers improved prediction accuracy by using a support vector network rather than a simple linear classifier.
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The support vector network effectively separated the two classes of data points in the dataset.
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Training a support vector network on large datasets can require significant computational resources.
Synonyms
1
9.5
A computer method that learns from examples to sort or predict information
A computer program that learns from examples to put data into groups or predict values
How Complex
- Specialized
2
4.8
- Specialized
- Specialized
Surface Forms
Morphology
Although the words 'support', 'vector', and 'network' are individually transparent, the phrase is a specialized machine‑learning term whose intended sense (a classifier that constructs hyperplanes in high‑dimensional space) is technical and not predictable from the everyday meanings of the components. A B1 learner who knows the literal senses of the constituents would be unlikely to infer this specific technical meaning without prior exposure.
Etymology
Support vector network comes from a simple image: special points called vectors act like posts that support an invisible wall which separates two groups of data, and the word network shows many posts working together. So the name means a system that uses these key points to 'decide' which group new data belongs to.