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A simple way of computing the similarity between two such vectors is to use the radial basis function (RBF) kernel, e.g. Schölkopf and Smola (2002): where σ is a kernel hyperparameter to be found by model selection.
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The wave run up was found by model estimates using a Rayleigh distribution, and some waves run up were identical apart from one another for different seeds.
The resulting reduction of the search space and the elimination of some of the active compounds should not be considered as a drawback, because the results indicate that, in most cases, these omitted ligands would not be found by the model anyway.
Also, since the ADR data is simply a record of ADR observations coincident with the administration of drugs, non-causative relations may exist in the data and may be found by our model.
Of the three missed TH-regulated genes, NM_001025251 has a non-canonical half site (acctcg) which would not be found by our model (the 'cc' at positions 2-3 results in a negative half-site score as discussed above).
The model provides a biologically validated quantitative result that would likely not be found by existing models, not least due to the different model specification: prior to stimulation, ODE models tend to allow inhibitor concentrations to reach equilibrium via transcription, with an initial concentration of zero in the system.
Optimal cutting conditions can be found by exploiting the model and using genetic algorithm technique.
The investigations show that optimal controlling parameter values can be found by using this model for dispensing any desired amount of the sample.
Practically, only several lightly damped modes which can be found by first-principle modeling are of interest.
The locally connected unsaturated flow paths have been observed in the study, which cannot be found by using the continuous simulation model.
Here, we call the pattern to be annotated as main pattern, and its similar patterns can be found by using the Word2Vec model.
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CEO of Professional Science Editing for Scientists @ prosciediting.com