Sentence examples for nearest samples of from inspiring English sources

Based on structural risk minimization theory, SVMs generate an optimal classification hyperplane, which maximizes the margin between the hyperplane and the nearest samples of the classified sample categories and sets an equal margin.

To improve the performance of kNN, a k-NS classifier [ 22] is designed based on the distance from a query sample to the nearest subspaces, which is spanned by k nearest samples of the same class.

The optimal hyperplane is between them, and it can make the distance between the two nearest samples on the two sides of the hyperplane maximized.

Make all samples satisfy |g(x)| ≥ 1 by sample normalization, that is, the nearest sample of distance classification surface satisfies that |g(x)| = 1.

Find the nearest sample for each of the generated synthetic samples according to Maharanobis distance.

Moreover, the number of nearest training samples of each new fault sample is adaptively determined according to the density of the local distribution of the new fault sample.

ANNC exploits "representation-based distance" to select the nearest training samples of new fault sample and identifies fault type in a weighting strategy.

The numerical values for each of the other features in the nearest sample are copied to those of the other features in the generated synthetic sample.

As part of an IAEA/FAO coordinated research project (CRP) designed to elucidate some of those factors, near-surface samples of two agricultural red-earth soils (Blain and Tippera) were collected from a study site in the Northern Territory.

Fifteen mg of hair is collected at T4. Focus will be on the first 2 1 cm segments of scalp-nearest samples, representing the month prior to trauma, the month after the intervention, and a time period in between.

Since 15 July 2014, however, the GPS data rate has been increased to 1 Hz, to allow a near simultaneous sampling of the GPS observation epochs for the different Swarm satellites, which benefits the determination of baselines between the Swarm satellites.