Construct · 1 fields · 1 citations

one-class support vector machine: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Machine learning

learning a boundary that encloses most of the training data so new points falling outside can be flagged as novel.

In machine learning, one-class support vector machine refers to learning a boundary that encloses most of the training data so new points falling outside can be flagged as novel. This meaning comes from Schölkopf (2001) in Neural Computation.[1]

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Nearby constructs

boundary4 fields · 4 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs support vector machine1 fields · 2 citationsanchor · a standalone construct

References

Schölkopf, B., Platt, J. C., Shawe-Taylor, J., Smola, A. J., & Williamson, R. C. (2001). Estimating the Support of a High-Dimensional Distribution. Neural Computation, 13(7), 1443-1471. https://doi.org/10.1162/089976601750264965

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