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Models with as few as 2 genes distinguished between a high and a low-risk group for survival in the combined training set (HR = 1.7, p = 0.003).
This does not preclude the possibility of modelling species distributions with low sample numbers, as Maxent is capable of producing good models with as few as five presences [37].
If we were to take into account all possible differences between fields, genotypes and seasons, we would get models with as many as eight equations, which would be difficult to interpret.
Several miRNA-based models with as few as five miRNAs were prognostic independently of pathologically assessed chemoresponse (median recurrence-free survival: 59 months versus not-yet-reached; adjusted hazards ratio = 2.90; P = 0.036).
Evaluation of alternative models with as few as three stages, or as many as 15 stages, led to similar conclusions (see Supplemental Material online at http://www.ehponline.org/docs/2008/10841/suppl.pdf); in all such models the best-fitting model is one in which benzene exposure acts at the penultimate stage.
In this way, FAST can be a general first-order global sensitivity analysis method for linear/nonlinear models with as many correlated/uncorrelated parameters as the user specifies.
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Therefore, a main task in adaptive sampling for Kriging metamodeling is to gather informative points in order to build an accurate model with as few points as possible.
The latter formed metastatic tumors in a murine xenograft model with as few as 10 cells and could also be serially passaged [ 35].
Preferably get a high end model with as many attachments as you can. 10 feet (3.0 m) of multi-strand parachute cord, wrapped round the tin.
Mitsubishi is collaborating on a range of small and midsize models with Chrysler, as well as on pint-sized vehicles with the Smart division of Mercedes.
The inclusion of five features was often sufficient to produce models with accuracy as good as the full model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com