Learning machine that considers global structure of data
摘要
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.
申请公布号
US8065241(B2)
申请公布日期
2011.11.22
申请号
US20080100220
申请日期
2008.04.09
申请人
VAPNIK VLADIMIR N.;MILLER MICHAEL R.;MILLER, LEGAL REPRESENTATIVE MARGARET A.;NEC LABORATORIES AMERICA, INC.
发明人
VAPNIK VLADIMIR N.;MILLER MICHAEL R.;MILLER, LEGAL REPRESENTATIVE MARGARET A.