What is a support vector machine?

Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring

1999 • 11,586 citations

A training algorithm for optimal margin classifiers

1992 • 11,054 citations

Untitled

2002 • 8,840 citations

Support vector machine classification and validation of cancer tissue samples using microarray expression data

2000 • 2,446 citations

Multiclass cancer diagnosis using tumor gene expression signatures

2001 • 2,021 citations

Pattern recognition using generalized portrait method

1963 • 1,139 citations

Fast Kernel Classifiers with Online and Active Learning

2005 • 632 citations

Support Vector Machine Applications in Computational Biology

2004 • 349 citations