As ARMAsel itself functions based on prediction error evaluations, we might not even need further prediction error evaluations.
The two models were based on predictions that were developed using different growth functions for height.
I imagine if CRM systems were built from the ground up today — with a predictive-first mindset — their design would be very different, they would be more aggressive in data snapshotting and collection (for example, turning history tracking on for all fields by default), and their workflows and trigger functions would be based on predictions as opposed to manual, fragile, non-adaptive rules.
Seven groups were based on molecular function prediction by using the FunCat annotation scheme [ 21] and the predicted molecular function as guidance.
Namely, the function prediction, based on function of flanking genes, might be very risky in Streptomyces, as Streptomyces have a relatively complex genomic organization.
This suggests that function prediction based on majority function will be more accurate for proteins whose true function is either of the latter and less accurate for the two former categories.
For each distribution, predictions based on sampling the function ignored the count for unclassified proteins, renormalizing among the remaining categories.
Caution should also be taken when using concentrations higher than 50%% w/w, as viscosity and extraction costs are known to increase with concentration (Harder 1986; Kim et al. 2011) and may invalidate predictions based on the psychometric function.
In biological processes, macromolecular networks can be constructed by using results from experiments involving Y-2H, coimmunoprecipitation [ 10], or algorithmic predictions that may be based on gene function correlation and expression profiles [ 11].
ALS2CR7, a candidate gene of amyotrophic lateral sclerosis 2, encodes a putative protein kinase, based on Gene Ontology prediction, with no characterized function.
