Sentence examples for maximizes the distance from inspiring English sources

The best hyperplane is the one that maximizes the distance (margin) of the two parallel hyperplanes defined in Equation 14.

The best hyperplane is the one that maximizes the distance (margin) of the two parallel hyperplanes defined in (5).

In this paper, we propose a novel loss function, named inter-class constraint loss function, that maximizes the distance between different classes.

SVM is a non-probabilistic binary linear classifier which, based on the training samples, attempts to identify an optimal hyperplane that maximizes the distance between the two classes.

In the canonical case with equal utility weights for hits and misses and (pi =0.5,) the optimal operating point maximizes the distance between the average correct classification rates and 0.5, the average correct classification rate of an uninformative classifier.

A SVM is a machine learning technique that does not minimize an approximation error considering a dataset, but maximizes the distance between the clusters that are to be classified.

This maximizes the distances between participating villages to reduces the risk of contamination of intervention.

The method decreases corneal endothelial injury by maximizing the distance between the delivered thermal energy and the corneal endothelium.

Here, the auxiliary input is designed to maximize the distance for the worst combination of system models.

The goal of an SVM is to maximize the distance between the decision function's boundary and the support vectors.

This strategy achieves a compromise between maximizing the distance between hyperplane and nearest training samples and minimizing the separating error.