Sentence examples for regularize the data from inspiring English sources

The easiest way on how to overcome this is to regularize the data back before analysis - now with the desired resolution that can be locally much larger than for the coarse image.

In order to regularize the data prior to fitting the curves, profiles of patients who discontinued during Weeks 2 7 of treatment were completed using the average of 50 imputed values generated with Bayesian regression fitted to the previous outcomes at every time point past the first week (SAS® PROC MI).

However, the rules that regularize the use of big data are very dark, broad and not clear.

Manifold regularization (MR) is a promising regularization framework for semi-supervised learning, which introduces an additional penalty term to regularize the smoothness of functions on data manifolds and has been shown very effective in exploiting the underlying geometric structure of data for classification.

So if you do regularize and you just the point want I want to make to show to you is that, the more you make the Gaussian big, and the more you're you regularize, the more this is exactly the same data set as before.

The dictionary will be learned from data, and it helps regularize the learning of the models since it requires the model parameter vectors to be (sparse) linear combination of the dictionary bases.

This information serves to regularize the clusters produced by the FCM algorithm thus boosting its performance under noisy and unexpected data acquisition conditions.

Single hyperspectral image super-resolution is typical ill-posed inverse problem, prior knowledge of data can be used to regularize the super-resolution problem.

To sharpen the velocity edges for the traveltime tomographic results and fit data at the same time, we should apply the edge-preserving concepts to regularize the inversion.

We apply L1 penalties to regularize the model fitting.

"Entry into W.T.O. will help clean up and regularize the legislative and judicial systems".