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Following Mayen et al. ([2007]), the relative importance of each selected attribute over total importance were calculated (Table 6).
Allele frequencies and the following statistical parameters of forensic importance were calculated using the Excel spreadsheet Powerstats (Tereba 2001): allele frequencies, minimum allele frequencies (MAF), probability of exclusion (PE), power of discrimination (PD), polymorphism information content (PIC), observed heterozygosity (Het), and typical paternity index (TPI).
The mean and standard deviation (S.D). of the model performance (R2) and variable importance were calculated to evaluate the model sensitivity.
Additionally, the percentages of patients grading each item as of no importance, little importance, and great importance were calculated.
After finishing 10-fold repeats, the overall AUC and importance were calculated as the mean of the results.
For each gene (node) in the FOS-GRN the following measures of topological importance were calculated: degree (number of nodes it is connected to), in-degree (number of connections directed towards it), out-degree (number of connections directed towards other nodes), and betweenness (fraction of all shortest paths that pass through it).
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In the DT algorithm, the estimation of feature importance is calculated from the feature usage based on information gain.
Descriptor importance is calculated in the frame of Bayesian Automatic Relevance Determination (ARD) as the inverse of the value of the length scale of each descriptor.
The level of importance is calculated based on the number of HOs executed between the faulty cell and the other cells of the network.
For biomod2, the relative importance was calculated for each predictor, indicating its importance in explaining the distribution of Hakea sericea in the study area (for more information see Appendix III) The predictor with the highest importance explaining the local-scale distribution of H. sericea was the percentage of foliated metamorphic rocks, or schists (MetRock = 0.613; Table 2).
Importance was calculated based on the sum of points allocated to the factors based on the experts' top-10 ranking.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com