Sentence examples for balancing distributions from inspiring English sources

Also, power loss could be nontrivial if balancing distributions of important continuous covariates were ignored even if adjustment is made in the analysis for important covariates.

The performance results, in terms of the occupancy rate, show that our algorithm achieves a load balancing distribution between networks by taking into consideration the capacities of the available cells.

In bacteria, metabolism of glutamate modulates nitrogen-carbon metabolism balance and is well regulated through balancing distribution of 2-oxoglutarate.

This alteration should balance distributions by channelling patient answers toward the central items of the response scale.

Resampling datasets in order to reach balanced distributions is a common practice that sometimes improves classification performance, as the model encounters an equal number of instances from each class, thereby producing a more appropriate discriminative function as opposed to a function obtained from skewed distributions.

Overall, the classes show a well balanced distribution.

A stratified randomization with permuted blocks was used to ensure balanced distribution within disease group and municipality between the arms.

Due to the absence of regulatory mechanisms to generate balanced distribution of workforce, it allows virtually any graduate to obtain the type of specialty training desired regardless of their performance during the foundation years.

These samples were selected according to the following criteria: (i) sufficient presence of invasive cells as defined by pathologist (see Supporting Information); (ii) >2 µg yield of high quality DNA available; (iii) balanced distribution of the four main 'breast cancer expression subtypes' determined by IHC; and (iv) balanced distribution of patients with and without relapses within each subtype.

We identified a panel of 57 clinicians with expertise in one of the six cancers, using purposive sampling of the international clinical networks of senior colleagues in cancer registries and research institutions, ensuring a roughly balanced distribution by country and cancer.

On each recursion step, the Latin hypercube sampling requires less samples to be generated, thanks to its balancing distribution property.