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The time courses of solution curves for different choices of inputs or parameter values are obtained by solving the ODEs in MatLab (Mathworks, Natick, MA, USA).
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However, the Akaike weight was only just the lowest with this model in fact, half of the tissue curves preferred the 2T3k+Vb model, and different choices of input model may have led to small differences in this result.
All models are trained using the whole data set (comprising therefore mutations from all amino acid types) but each of them corresponds to a different choice of input features.
The two additional models are trained on the same data set as the 'general' model but are biased to perform well on Arg and Glu due to a different choice of input features.
In our next experiment, we have run descendant queries on five different classes: each class corresponds to a different choice of input node type, and, therefore, of different query selectivity.
The edge orienting results should be relatively robust with respect to different choices of K. NEO orients each edge separately in an undirected input trait network.
Although our algorithm is designed for perfect input/output data, our experiments also evaluate its performance as a function of the level of noise for different choices of the number of models and model orders.
Different choices of J lead to different types of estimators.
Different renormalization schemes correspond to different choices of counterterms.
A slightly different choice of system would give different estimates.
So it used a different choice of registers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com