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To check the repair solutions, we tested each search rule in some of its worst-case and intermediate scenarios.
The solutions we tested on the whole dataset were thus focused on the forests with depth 4. In order to compare our work with previous works, we have evaluated a local, single-model version of DAC on a number of medium-size datasets from the UCI repository, on which results for other associative classifiers were available.
To further evaluate ezlopitant's selectivity for sweet solutions, we tested the effect of the NK1-receptor antagonist on water and salty (NaCl) solution intake, respectively.
Finally, the prediction results of our integrative approach are provided through an online searchable database, ExprTargetDB, which can also be used to compare the prediction results (i.e., p values, scores) from the various computational solutions we tested in this study (i.e, miRanda [25], [26], PicTar [30], TargetScan [27] [29], TarBase [23], [24], and our LCL data).
To understand the evolved solutions we tested them in the absence of competition, i.e. we ran them against a dummy incumbent that is unable to take up any nutrient.
Since fitting nonlinear curves may converge to local minima in the landscape of possible solutions, we tested the robustness of our fits by running our curve fitting programs multiple times with different initial values for the three-parameters β1, β2, and β3.
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This, with an arbitrary choice of (g=max, is the solution we tested on the whole dataset and compared with the state of the art.
To evaluate if the marked ezlopitant-induced decrease in sucrose compared to ethanol intake was dependent on the high caloric value of the sucrose solution, we tested the effect of the compound on a 0.2% saccharin solution with zero caloric value.
For activities in the SA-water solution we tested three activity models included in the E-AIM: Redlich Kister equation, UNIFAC with a standard set of parameters, and UNIFAC with the parameters modified by Peng et al. The particles were assumed to have only aqueous phase, as the RH was above crystallization RH of both solutes (Table 1).
Suspecting that a more sophisticated method may be able to find a better solution, we test our enhanced Scatter Search (eSS) algorithm.
Solution method: We tested several fitting approaches on all available experimental crystal structures of MH to obtain an overall picture of how to describe MH helices.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com