Sentence examples for regularized form from inspiring English sources

Parameters for the algorithms were fitted by ridge regression, a regularized form of linear regression, using recorded neural and behavioral (joystick position and velocity) data.

To overcome the rank deficiency issue we propose using a regularized form of logistic regression [ 19].

The Pathifier algorithm was recently supplemented with Cox regression and a regularized form of least-squares regression (the L-LASSO -or L-norm least absolute shrinkage and selection operator method) to achieve more accurate prognosis prediction.

When the sample size was small, a regularized form of the test was used to guard against false positives that may appear due to under-estimated gene-specific variance.

For the strong (or regularized) discontinuity to form in such inelastic quasi-brittle solids and to evolve eventually into a fully softened one, a novel strain localization analysis is then suggested.

The approach is very general, which makes it possible to solve the hypersingular BIE numerically in a non-regularized form by using conforming C0 quadratic boundary elements and standard Gaussian quadratures without paying special attention to the corner treatment.

From Opus 3 onward the four-movement form is regularized, and in Opus 9 thematic materials begin to reveal details that point to the future.

It is shown that the problem is globally strongly well-posed in Lq, the solutions regularize instantly and form a global semiflow in the proper state manifold, and, as time goes to infinity, a solution converges exponentially to a constant in the topology of the state space.

This work points out the failure of these methods for predicting the regularization parameter when coping with the, apparently trivial and here introduced, regularized mean problem; this is the simplest form of Tikhonov regularization, that, in turn, is the primal form of the learning algorithm Regularized Least Squares.

The book hand of a manuscript of Plato's Phaedo (c. 100 ce; Egypt Exploration Society, London) shares the informality of cursive but regularizes the letter forms.

Some speakers regularize the basic forms of nouns (but not verb stems) so that for them the nonfinal t always represents basic s; they say pas-ey for the standard pat'-ey 'in the field.' The single liquid phoneme has two predictable pronunciations: a clear (and sometimes palatalized) lateral [l] when it is at the end of a syllable or doubled [-l:l-], otherwise (and also before h) the flap [r].