Sentence examples for element of stochasticity from inspiring English sources

The technique is sometimes referred to as stochastic gradient boosting, as BRT includes an element of stochasticity in order to improve accuracy and reduce overfitting (when a statistical model describes random error or noise instead of the underlying relationship) [60].

These add an element of stochasticity, with detrimental impact on the aggregated level.

The only demand is that there be some element of stochasticity in the motion.

However, it would introduce an element of stochasticity into the activation of genes at each time step if single gene products were to bind to either one or another regulatory site with some probability between 0 and 1.

Although noise in transduction models introduces an element of stochasticity, the branch with the most transduction units has the highest likelihood of reaching spike threshold first.

Additionally, our model cannot explain late relapses, which probably would require introducing elements of stochasticity to model dynamics of residual disease.

These results indicate that Teff-Treg cross-regulation is a key element in governing the oscillatory behavior of the immune system and drive the presence of relapses in MS, but at the same time indicate a significant component of stochasticity in the generation of clinical relapses, limiting our predictive ability.

Here we distinguish three types of stochasticity: stochasticity of mutation and variation, of individual life histories and of environmental change.

However, the way in which cuttings were conducted depended on the degree of stochasticity.

The effect of stochasticity in mechanical behaviour of metamaterials is quantified in a probabilistic framework.

The effects of stochasticity on the overall response are explored, and the model is compared against macro-scale experiments.