Error-centre-based algorithm for support vector machine training

A new error-centre-based algorithm for support vector machine training is proposed. While the standard techniques require a memory space growing quadratically with the problem size, the new algorithm requires only a linearly growing memory space and may thus be applied to much larger data sets compa... View More