Sentence examples for realization of the data from inspiring English sources

The first set is subject to adjustment once a specific realization of the data is obtained.

They are also called design variables that cannot be adjusted once a specific realization of the data is observed.

At the maximum noise level (σ noise = 0.05), the mean relative noise at a single realization of the data could increase up to 13%.

A frequentist alternative is to formulate the MIP as the probability a locus would be included in a sparse model under an alternative realization of the data.

The local automatic regularization in LLARRMA implies a different perspective: that λ is a parameter intrinsic to, and only meaningful in the context of, a single LASSO path on a single (subsampled) realization of the data.

jRoughly speaking, Breiman's generalization error is the probability that a case will be classified incorrectly in limitless number of independent realizations of the data.

They are well known to be very unstable over realizations of the data, especially if one wants to use the tree structure for explanatory purposes.

For a single realization this would be:

We repeated the parameter estimation process by using 100 different realizations of the data.

At each degree of experimental noise, we repeated the simulations with 100 different realizations of the data.

The connection with likelihood ratios surfaces again; for example, is the average likelihood-ratio over all possible realizations of the data under the independence assumption.