Sentence examples for way of regularizing from inspiring English sources

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Using a continuous-value version of the UMDA procedure, EDAs have been used as a new way of regularizing the logistic regression model for microarray classification problems [ 46].

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We therefore investigate new ways of regularizing core magnetic field models.

Therefore, it is necessary to seek for alternative ways of regularizing the magnetic field models in order to improve our understanding of the SA at SH degrees higher than 5. Fig. 1.

Previous attempts to solve this problem can be viewed as different ways of regularizing these parameter estimates to make the problem well-determined.

An alternative version of "regularizing" Israel's relations with its neighbors, unilateral withdrawal, has been even more disappointing from the standpoint of attitudes toward peace.

Enumeration also gives us another way to regularize the fit, by limiting the number of inputs per gene.

There's such intense pressure on the earnings results that companies are tempted to find ways to regularize their earnings and meet forecasts.

Several ways to regularize the PSSM, including pseudocounts, Dirichlet mixtures, and Bayesian approaches, have been proposed [ 33- 35].

Once the spatial weights are regularized, we revert the orthogonal transform and obtain a spatial grid of regularized patterns.

To this end we introduce a sort of "regularized" version to reduce possible overfitting problems in the learning process.

Within those 15 gazetteers, rare characters that appear in the woodblock prints were marked-up in TEI in a way that allows regularizing them in different output modes.

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