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Learning that spring-training statistics do in fact have some marginal predictive power will hardly revolutionise the sport.
However, during the development of the original RISC score, RR turned out to have only marginal predictive power.
There were two datasets showing marginal predictive power for the CIN signature (GSE13507 [GEO:GSE13507] for bladder and GSE13876 [GEO:GSE13876] for ovarian cancer).
These differences in metabolite profiles were much smaller in rich media than in minimal media, with isolates not dividing into separate clusters and the corresponding model having only marginal predictive power, indicating compromised metabolic pathways may be present in F0 which could result in a greater sensitivity to environmental conditions.
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Formally, this predictive power is measured by the marginal probability of D2, given our knowledge of D1: p(D2 | M, D1) = ∫ p(D2 | θ, M) p(θ | D1, M) dθ, (1) with θ standing for the set of all parameters of the model.
Predictive power does increase marginally as time goes on.
However, the validation of the predictive model shows that the predictive power of these roles is almost marginal.
Taken together, these data indicate that ensemble modelling leads to higher predictive power, although this increase might be marginal for some datasets (b).
In comparison with the predictive power of conventional variables, this result could be viewed as a marginal, but valuable, prognostic improvement, but it will require further validation in larger cohorts to demonstrate significant clinical value.
The predictive power was amazing.
"We reach the point of diminishing marginal predictive returns for knowledge disconcertingly quickly," he reports.
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CEO of Professional Science Editing for Scientists @ prosciediting.com