Sentence examples for not regularized from inspiring English sources

Our algorithm (3.1) is not regularized by contractions.

Our results are new and interesting in the following contexts: (i) Our algorithm (3.1) is not regularized by contractions.

In Fig. 10, the experiment described for Fig. 8 was repeated, were the variants of the GFDAF algorithm have been regularized, while the RLS algorithm was not regularized to allow for a comparison.

However, a decrease in performance is seen when structural neighborhood features are also included but the model is not regularized.

Regularization of the parameter estimates tends to produce stable regression models with smaller prediction error than those that are not regularized.

This yielded an estimate of the genetic covariance matrix that was a weighted combination of the standard (i.e. not regularized) estimate and the phenotypic covariance matrix multiplied by the mean eigenvalue.

(16) and (17), does not regularize the evolution equation, as indicated by the roughened peaks for small coefficients.

In the GRMT formulation, we adapted the graph Laplacian L, such that the GRMT does not regularize the model complexity (∥w t ∥2) of a target t without training instances, but only forces the similarity to other models (A s t ∥w s −w t ∥2).

Note that the ISOpure regularization strategy is a compromise between previous methods that either over-regularize (and assume all tumor samples are composed of the same small number of cancer and normal cells) or do not regularize (and therefore attempt to solve an ill-posed statistical problem).

DSGA, like ISOpure, models h n as a linear combination of a set of provided normal profiles but, unlike ISOpure, does not regularize its estimate of c n. Thus, we suspect that its performance on our benchmarks would be similar to that of ISOpure-evenprior.

The underlying reality they describe is just not as regularized as the underlying reality of, say, a solar system.