Sentence examples for estimation dataset from inspiring English sources

Instantaneous load estimates are derived from all observation in the estimation dataset using: hat{L}_{AMLE} = exp left( {a_{0} + sumlimits_{j = 1}^{M} {a_{j} X_{j} } } right)H a,b,s^{2},alpha,kappa ) (1 where ( hat{L}_{AMLE} ) is the AMLE instantaneous load estimate, a and b are explanatory variable functions, α and κ are gamma distribution parameters and s 2 is the residual variance [32 34].

No differences in patient characteristics were observed between the estimation dataset and validation dataset.

There were 2855 records in the estimation dataset and 1887 in the validation dataset.

Age was not correlated with the EQ-5D index in the estimation dataset.

To our knowledge this is the first study to critically analyse this method outside its estimation dataset.

75% of the data were used as an estimation dataset for building models, and 25% were used as a validation dataset.

Even though there has been some early interaction between the biological and computer vision communities at a modelling level, comparatively little work has been done on the examination or extension of the biological models in terms of their engineering efficacy on modern optical flow estimation datasets.

In k-fold cross-validation, sometimes called rotation estimation, the dataset D is randomly split into k mutually exclusive subsets (the folds) D1, D2,…, D k of approximately equal size.

In addition to exploring small-sample bias on negative binomial estimates, the study addresses estimation from datasets influenced by two types of event under-counting, and from disease transmission data subject to selection bias for successful outbreaks.

In the process of LD estimation, SSR datasets were filtered for rare alleles with frequencies of less than 5% in the whole collection and computed using 100,000 permutations.

Two datasets were generated from the CDS alignments used for divergence time estimation: (1) a dataset containing the first two partitions, the first and second codon positions of the sequences; and (2) a set containing all the three partitions corresponding to all the three codon positions in the sequences.