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A tutorial on support vector regression
Article
Article
A tutorial on support vector regression
Alex Smola; Bernhard Schölkopf · Statistics and Computing · 2004
Subjects / keywords: Support vector machine; Computer science; Regularization (linguistics); Quadratic programming; Perspective (graphical); Machine learning; Relevance vector machine; Function (biology); Regular polygon; Artificial intellig...
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Kernel Methods for Pattern Analysis
Book
Book
Kernel Methods for Pattern Analysis
John Shawe‐Taylor; Nello Cristianini · Cambridge University Press eBooks · 2004
Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. ran...
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