Sentence examples for maximum margin approach from inspiring English sources

The CRF is trained using a fast Maximum Margin approach.

Finally, we improve the accuracy of the CRF by replacing the maximum likelihood training of [8] with a more discriminative and very efficient maximum-margin approach that improves on [23] by using the cutting plane algorithm of [3] over FastPD [24] based subproblem optimization.

The second objective function for optimal allocation of FCLs is making the buses exceeding fault current limits, or with insufficient fault current margin, approach the maximum margin I M as closely as possible.

Inspired by the maximum margin of SVM, A. Kocsor et al. [37] propose the margin maximizing discriminant analysis (MMDA) approach.

The poll has a maximum margin of sampling error of plus or minus three points.

maximum margin criterion.

orthogonal maximum margin projection subspace.

The maximum margin is around 21%%.

orthogonal kernel maximum margin projection subspace.

Thus the maximum margin solution is found by solving (5).

Based on the objective function and the maximum margin criterion, a dimensionality reduction algorithm, the non-negative sparse semi-supervised maximum margin algorithm, is proposed.