Sentence examples for an optimal margin from inspiring English sources

The proposed technique introduces the margin distribution based classification loss as the optimization objective and minimizes the loss on training samples, which leads to an optimal margin distribution.

In the words of the social psychologist Roy Baumeister, humans have an "optimal margin of illusion".

It should be appreciated that exactly what defines a negative margin ('complete excision') differs from centre to centre and that variation will itself enable an evaluation of optimal margin clearance when outcome data become available.

This in part can be due to more spherical clusters generated by PCA, which makes it easier for SVM to find the optimal margin in a low-dimensional space.

Periodic gait such as tripod gait can be easily controlled and has an optimal stability margin [18].

When performing focal therapy, an optimal circumferential margin for treatment was deemed to be 5 mm around a lesion that was seen on imaging.

The SVM algorithm uses optimization techniques to find the surface that gives the optimal margin between the points of the two classes [ 20, 21].

Thus, we propose a method with a model assessment of the interplay between various classification decisions using probability, corresponding decision costs, and quadratic program of optimal margin classifier called: Bayesian Support Vector Machines (BSVMs) learning strategy.

This study was designed to investigate the distance between extra-pseudocapsule cancer lesions and primary tumors, and to suggest the optimal margin of normal parenchyma in NSS for RCC 4 cm or less.

Vicini et al. suggested that a lesser extent of the excision, for cosmetic reasons, might be the cause of less optimal margin resection in younger patients.

Our approach, despite assuming all candidates to be false positives for the purposes of performance evaluation, does not use this information to shape the acceptance region and, since it does not try to identify the optimal margin between positive and negative examples, it is also less likely to suffer from overtraining.