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So again, it's the same idea, where it tries to maximize the margin between the two closest points, but this time, it fits a non-linear function.
The main objective of this work is to maximize the margin of loading in the same system before the occurrence of the HB.
This paper presents the results of a comprehensive project whose goal is to identify roadway design practices that maximize the margin of safety between the friction supply and friction demand.
SVM sets the separation plane to maximize the margin.
Therefore, the SVM has to simultaneously maximize the margin and minimize the error.
SVM finds an optimal value of W to maximize the margin.
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Inspired by several new geometrically motivated methods, DRLSC directly embeds the discriminative information as well as the local geometry of the samples into the regularization term so that it can explore as much underlying knowledge inside the samples as possible and aim to maximize the margins between the samples of different classes in each local area.
SRM aims to maximize the margins between the OSH and the closest training samples.
Support vector machines (SVM) are another binary linear classifier which attempt to maximize the margins of classification.
It is equivalent to the Euclidean distance taken in the space after transformation by L. That is to say, LMNN linearly transforms dimensions in feature space to maximize the margins separating classes of labeled instances.
This is achieved by maximizing the margin between the classes.
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