Sentence examples for complexity to avoid from inspiring English sources

Due to the nature of the rating scale dependent variable and data structure, potential model parameters were examined to determine the most appropriate model using the Akaike information criterion as an indicator of model fit, which includes a penalty for complexity to avoid overfitting the model with complex parameterization.

The issue then is how to monitor an array of that complexity to avoid problems such as clogging.The situation of microreaction technology is comparable to that of the Wright Brothers in 1903, says Brian Warrington of GlaxoSmithKline.

Our No. 1 bottle, the 2008 Amisfield from Central Otago, was one of the few wines in the tasting that showed this sort of fine structure, and it possessed enough complexity to avoid being overly linear or one-dimensional.

Single-stranded competitor was heat-denatured DNA from E. coli; here again any DNA can be used provided it is of sufficient complexity to avoid its fast renaturation during incubation.

Because a hidden layer is introduced in the CNF to improve its expressive power over a CRF, it is important to control the model complexity to avoid overfitting.

We filtered features to reduce complexity, to avoid the use of invariant information, and to balance the number of features from each source avoiding to remove predictive information.

Second, the rich can exploit current complexities to avoid taxes in ways that could be curtailed in a flat-tax system.But could a flat tax be introduced without there being losers?

We further reduce the model complexity severely to avoid the risk of overfitting.

For those with cognition problems, efforts should be made to reduce regimen complexity and to avoid overt hyperglycemia and hypoglycemia.

The 'blastn' option of the BLAST algorithm [ 16] was applied to search the nucleotide collection (nr) of the viridiplantae database using low complexity filter to avoid spurious hits based on microsatellite sequence only.

We can imagine that the first multi-cellular organisms, no matter how simple, would not have been able to evolve significant organization or complexity without mechanisms to avoid rogue cell growth.