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Two rounds of experiments have been conducted over the well-known Middlebury and Sintel datasets: (i) the first round aimed at learning the best set of parameters (i.e., the ones that minimizes the end point error criterion) over the Middlebury dataset and (ii) the second phase performed the same over the Sintel dataset.
To determine if survival curves differed in round 1 and round 2, fitted survival curves for the two strains within each of the 4 groups (A1a, A1b, A2 and type B) were compared across the two rounds of experiments following Lee [19].
The ligation protocols were compared in two rounds of experiments.
Using female Sprague-Dawley rats, we carried out two rounds of experiments with oral gavage doses selected in accordance with no observed adverse effect levels (NOAELs) derived from previous studies: 1,735 (DEP), 1,050 (MPB), 50 (triclosan) mg/kg/day.
Two rounds of experiments (Table 1) were performed to identify the oral gavage administered dose of each chemical that resulted in urinary concentrations of the corresponding biomarker within the ranges reported in the U.S. National Health and Nutrition Examination Survey (NHANES) (CDC 2014).
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In all, three rounds of experiments were executed, using models with different complexity and objectives.
Now, despite the promising results obtained by BETA after the three rounds of experiments, it is still necessary to improve the approach so it can generate more effective test sets.
According to the results (three rounds of experiments), it is worth mentioning that the precision and recall value reach, in average, 82 and 91%, respectively, which reveal that our fusion-based training method can prompt the analysis of the implicit patterns from the collected data in a relatively correct way.
In order to demonstrate how our framework can be used to find optimal reaction conditions for enzymatic assays in an automated iterative procedure, we performed an optimization of pH, KCl and Fructose-1,6-bisphosphate concentrations for maximum PYK activity in five rounds of experiments.
The 40 isolates were inoculated onto all host genotypes during three rounds of experiments per host species.
The average fluorescence from the accumulated beads over the suspended membrane area was calculated over three rounds of experiments and is shown in Figure 5g.
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