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Relative to the earlier hypothesis, this suggests that the fragments produced during model building phase were too small to have intra-molecular interactions.
In comparison with other dew point estimation models (that use surface fluid data), the chosen model was found to attain a similar level of accuracy when tested on samples not used in the model building phase.
In case of internal validation, testing formulation was included in model building phase.
A team's failure to achieve the intended impact can be a result of getting stuck in the model building phase.
This model was built using a novel scheme for model reconstruction based on high throughput proteomic data at the initial model building phase.
Although their algorithms using this probabilistic model take them in a different direction, I suggest that the methods described here could be used to significantly speed up the model building phase of BEAGLE.
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Legacy data in the form of primary articles, review articles, and textbooks were employed in addition to the database resources during the reconstruction and model building phases.
Legacy data in the form of primary articles, review articles, and textbooks were employed in addition to the database resources [see Additional file 6] during the reconstruction and model building phases.
After an initial model-building phase, the first-order approximation to the likelihood available in NONMEM was used to model the data.
In the model-building phase, we implemented the AR method in a server equipped with 12 CPUs (4 cores, 3 packages) and 128 GB of memory, and the server used for the ERP method was equipped with 2 CPUs (2 cores, 1 package) and 8 GB of memory.
These are fundamental concepts to our enquiry, guiding our thinking, particularly in the initial and model-building phases.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com