The accuracy of the cross-validation is similar to the initial accuracy of 74.29% computed using the independent data set, illustrating the robustness and reproducibility of the proposed network-based biomarker approach.
The final data flow of the implemented segmentation technique is presented in Figure 3. Due to the huge amount of data which needed to be processed, the proposed algorithm/segmentation technique was implemented using a parallel approach making use of the independent computing units (cores) available on current processors.
Five independent BEAST MCMC chains were run for 15 million generations sampling data every 1000th generation using the XSEDE computing infrastructure through the CIPRES Science Gateway webportal [ 102].
The score is computed using the following 8 independent risk variables, ranked in order of importance: age, LDL-cholesterol, smoking, HDL-cholesterol, systolic blood pressure, family history of premature myocardial infarction, diabetes mellitus, and triglycerides.
Comparative analyses of demographic characteristics between patients and population controls were computed using either the independent samples t-test or the Chi-squared test depending on the levels of measurement.
In the first analytic step to explain MC intention, we used the five computed IBM construct scores as independent variables in the forward stepwise regression.
"I primarily used the computing sites around campus to do my work," he said.
Then, the likelihood of a particular phasing p p is which may be computed using the assumption that sequence reads are independent.
A multivariate regression method was applied and a predictive formula was computed using the regression coefficients of the statistically significant independent predictors of MIPP.
As a comparison, Bonferroni correction would lead to a threshold of approximately 5e-06, and the number of independent tests (Gao 2011) computed using the simpleM program would lead to a threshold of 1e-05 for both panels.
