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These parameterizations should include the breakdown of local thermodynamic equilibrium (LTE) conditions and allow for feedbacks by ensuring that dependencies on all input parameters are accounted for.
With the recent development of fast, objective and non-destructive measurement methods for egg quality, extensive information on all input and output aspects of the production process of consumption eggs are available.
However, it is not clear if the authors run the feature selection process on all input data on each fold of the 10-fold cross-validation used to evaluate the regressors.
The most notable common feature found across trajectories using nMDS on all input spaces was the competition between local and global structure formation.
Traditional SVM algorithms, such as used by recent related work on protease substrate prediction [32], [38] require selecting a single kernel function and using it on all input data throughout the algorithm.
(1) Ten classifiers are obtained from 10-fold cross-validation based on all input features.
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Then at t = 10 we manually switched on all inputs and the signaling cascade was triggered off showing an expression profile very similar to the Boolean simulation.
A sensitivity analysis was undertaken to evaluate the dependence of model predictions (percentages of RK and multiresistant strains in the colonized population) on small variations of all input parameters (such as the contact matrix, antibiotic exposure levels, etc).
LHS represents a variant of stratified sampling based on simultaneous variation of all input parameters, that ensures that individual parameter ranges are evenly covered, and each parameter combination is unique.
To compare spatial distributions of input neurons in the forebrain, the mean of the coordinates of all input neurons on a given coronal section was obtained.
The next step consists of gathering information on the valid domains for all input and output objects.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com