Sentence examples for small penalization from inspiring English sources

As such, a large agreement will entail a small penalization to D i.

Additionally, a small penalization term γ was added to prioritize alleles with full sequence information over reconstructed alleles contributing to equally good solutions.

It is clear that when α = 1, the Logit-Lapnet criteria becomes Lasso and a small penalization can produce an empty model.

A smaller penalization might be sufficient, and allow the phase boundary to be reached with somewhat less data.

While the relative bias was substantial for the smallest λ i, absolute changes tended to be small and penalization clustered estimates closer to the one-to-one line.

The closer these two values are, the smaller the penalization it has.

We used L2 penalization (penalizing the squared norm of the parameter vector).

The key novelty is the penalization of small disparities, which characterizes background blocks.

Therefore we modify Equation 1 by adding a penalization for small disparities (which translates into large depths).

In the first set of experiments, we have to set the value of parameter γ of Equation 2, which defines the penalization for small disparity (i.e., background) blocks.

These errors appeared especially important for larger samples, i.e. in small samples any degree of penalization is likely to have a substantial effect, while over-penalization becomes more harmful as sample size increases.