Sentence examples for maximum margin term from inspiring English sources

Therefore, the maximum margin term is quite important and should be taken into consideration.

Finally, the maximum margin classifier is calculated by solving the following constrained optimization problem which is expressed in terms of variables α i : maximize α ∑ i = 1 n α i − 1 2 ∑ i = 1 n ∑ j = 1 n y i y j α i α j x i T x j subject to : ∑ i = 1 n y j α i = 0, 0 ≤ α i ≤ C. The constant C > 0 defines the trade-off between the training error and the margin.

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).

The CRF is trained using a fast Maximum Margin approach.

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

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.