Sentence examples for for decision surface from inspiring English sources

Fig. 1 SVM options for decision surface discovery.

Second, SVMs utilise only those training patterns that are near the decision surface assuming they provide the most useful information for classification.

The resulting decision surface is of hyperquadtric form.

In fact, the decision surface estimated by SVM in this simulation was not far from the true decision surface.

The true decision surface is shown in Figure 2. The distributions of (x1, x2) are deliberately made somewhat noisy and irregular for x1 ≥ 2 and x2 ≥ 1.

The basic idea for realizing ordinal regression is estimating decision surfaces separating neighboring categories including ordinal scale, and this point is common in other ordinal regression methods that do not adopt SVM and discriminant analysis.

SVM classification including transformation of the input space by means of linear, polynomial, quadratic or rbf kernels, which define non-linear decision surfaces, was adopted for the first two approaches.

However, until now no satisfactory tool for visualization was available that helps to understand their complex decision surfaces.

As one of the final processing steps of precision machining, polishing process is a very key decision for surface quality.

Incongruent responses from stakeholders show where possible difficulties or barriers surface when implementing ASP conform currently available expert guidelines and indicate possibilities for decision support.

§ 16.95 Administrative decision and record for decision.