Learning machine that considers global structure of data

Details Learning machine that considers global structure of data Learning machine that considers global structure of data

2008-04-09

2011-11-22

Rivas, Omar Fernandez (Department: 2122)

Data processing: artificial intelligence

Machine learning

C382S159000, C704S243000

Reexamination Certificate

active

08065241

ABSTRACT:
A new machine learning technique is herein disclosed which generalizes the support vector machine framework. A separating hyperplane in a separating space is optimized in accordance with generalized constraints which dependent upon the clustering of the input vectors in the dataset.

REFERENCES:
patent: 6327581 (2001-12-01), Platt
patent: 2005/0228591 (2005-10-01), Hur et al.

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