Pairwise association tests use statistical methods (e.g., chi-squared test, ANOVA, mutual information) to calculate the correlation between each input feature and the resultant AMR phenotype. The most highly correlated features can be selected as input for model training51. Explainable ML models ...
[61,62] code generated by SARAH for our model to calcu- late the spectrum, decays and unitarity constraints; we use the vacuum stability code described in appendix A.1 to determine whether the colour-preserving vacuum is stable; and we use micrOMEGAs 5.2.1 [63,64] to calculate the dark ...
To calculate the expected effect of a double perturbation on each parameter, fractional changes of the individual perturbations are multiplied, analogous to the way phenotypic growth effects caused by pairwise genetic interactions are assessed36. The error bars are calculated by error propagation of ...
the vicinity of the EW mini- mum, information on the shape of the vacuum in a model- independent way is experimentally very difficult to obtain.1 However, if one specifies the degrees of freedom and inter- actions in the scalar sector, one can calculate the form of the scalar potential. ...
An important piece of personal information. It is typically used to verify identity, calculate age, and check eligibility for certain benefits or services. DOB can also be used to track life events, such as births and deaths. In some cases, DOB may be used to determine religious affiliation ...
This allows us to calculate their age in each year from 1998 to 2015. We classify their ages into four cohorts: 16–25; 26–35; 36–45; and, over 45. Occupation: we collected detailed information about occupation, including position and industry. For example, were they a worker in a ...
(iFgiugruer2e)2.).FFoorraallll possible options, one can calculate the predicted metabolic scaling slope bb by using the equattioonn b =b 1= −1 –c/c/33,, ((22)) WtawtaiinnsshhsdsdeuueirireeTTnnee,,eettooecesscrrrtrtessseggsqppqaaooueuennffcaca,,cciillooffiesesirrllcctlltbb-...
The proportion of each city's R&D to urban GDP is used to calculate this indicator. (3) urbanization level (urb). The percentage of each city's population that lives in an urban area is used to calculate this indicator. (4) Foreign Direct Investment (fdi). The amount of foreign direct...
For the damaged path in the bright SCT(1ππ*) state, the modified starting geometry with shorter interbase distance was used, while the Franck-Condon structure was applied to calculate the photophysical path. To consider the dynamic electron correlation effects, the single-point energy of ...
This in turn probably depends on the fact that car owners only calculate the cost of fuel and not the full cost of running a car when they reflect on the cost for a journey by car. They certainly do not consider the social cost (i.e., costs of congestion, noise, air pollution and ...