Sentence examples for as regularisation from inspiring English sources

Also called as regularisation parameter usually takes values from 0.01−0.3 in XGBoost.

Discussions of the conditioning of the Green function matrix which is inverted are included and it is shown that the spatial sampling criterion may be relaxed if conditioning techniques, such as regularisation, are applied to this matrix prior to inversion.

Typically, their errors have been classified as regularisation related to the assignment of word stress, i.e. those patients mostly produced the regular or dominant stress pattern avoiding the irregular or infrequent pattern while preserving syllable and phoneme structures [ 26- 33].

Note that the loss function in Equation 3 can be seen as a regularisation in which acoustic patterns are preferred that correspond to the occurrences of slot values.

The advantage of model-based approaches is that they allow the incorporation of prior knowledge acting as a regularisation that favours plausible solutions over implausible ones.

The approach holds mathematical promise for application in the design of instruments for measuring thermal properties or possibly as a regularisation technique to be applied in conjunction with other inverse approaches to the problem.

A mixture of ℓ1- and ℓ∞-norms of the current density, when used as a regularisation term in the field synthesis problem, was found to produce coils with bunches of equally spaced windings that do not take up all of the available surface.

Similar effects occur for spatial noise regularisation as observed in Fig. 6, particularly in Fig. 6c.

A detailed analysis of the associated trace space, which is a subspace of a scaled Sobolev space of negative fractional order, leads to a new path space for the free field as well as to a convenient regularisation method.

Note that other regularisation functions (such as the squared two-norm of the gradient of the image, the one-norm of a wavelet transformation of the image or the total generalised variation of the image (cf. [30]) for instance) are possible and yield different interpolation results.

Nevertheless, in order to preserve edge information in the reconstructed image, non-linear regularisation methods, such as total variation (TV) [ 15], can be advantageous.