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With these approaches, the gain obtained by using a better model is not (or not entirely) used to improve the resolution, but instead to suppress noise and by doing so, avoid the introduction of Gibbs artefacts.
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We demonstrate empirically that to achieve the same reduction in error rate using a better estimated, higher order language model, our technique evaluates fewer utterance-length hypotheses than conventional N-best rescoring by two orders of magnitude.
Instead of explicitly enumerating all the possible non-linear combinations of the basic sequence and structure features, we can use a better graphical model to implicitly account for the non-linear relationship between sequence and structure.
Otherwise, a null step occurs, and then the aggregate linearization and the new linearization are used to produce a better model (check{varphi}_{ell+1}). Step 0. (Initialization).
Using residual diagnostics, we showed that the random regression model using the untransformed data provided a better model than the random regression based on the log transformed data.
The results show that is possible to find a better model using this technique.
We achieved a better model fit using an indicator variable for heat waves rather than the duration variable when studying all ages; nevertheless, models with the duration variable performed better than the models without additional heat wave components, and similarly well in the age group 45 79 years of age.
"This is a better model system to use for drug testing than a two-dimensional plate".
"I wanted to look at how we could make a better model to better use our staff.
This transgenic model may hence lead to more severe T cell depletion if the other blocks to HIV-1 replication can be solved, and a better model to use may be hCCR5 knock-in mice.
In this paper, we conducted experimental studies using a coculture model to gain a better understanding of the interactions between two cell types, leiomyoma cells and extracellular matrix fibrobasts, which are the major components of fibroids.
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