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For 75% of the cell formation problems, the GHSOM algorithm improved the goodness of cell formation through GTE performance measure using SOM as well as best one from the literature, in some cases by as much as more than 12.81% (GTE).
Addition of CPAP pressure improved the goodness of fit only slightly (R 0.5 vs 0.45).
Inclusion of the clinical variables improved the goodness of fit of the model for each of the gene signatures considered, consistent with the results of [ 12].
Models of breast cancer risk that included either score 2 or score 3, together with PD, improved the goodness of fit of models that included only PD (for both Cumulus PD and ImageJ PD).
Inclusion of dual linear and nonlinear elimination processes, in which the nonlinear elimination pathway was described by a Michaelis Menten model, improved the goodness of fit and reduced the objective function (δ = 97.43).
Inclusion of ICAM and IL-6 in the model improved the goodness of fit for FEV1, CRT, Stroop and AVLT (significant F-test for Model 2 versus Model 1).
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Elimination of several items, including those related to work in section 1 (pain impact), improved the goodness-of-fit index (GFI).
Inclusion of a FD correction parameter improved the goodness-of-fit of the indirect LAI versus reference LAI from 86.7% to 97%.
We proposed two different virus dispersal networks between the populations, but neither significantly improved the goodness-of-fit to the observed data.
In this paper a new neural network combination model based on the dynamically evaluated weights is proposed in order to improve the goodness of fit of already proposed traditional SRGMs and ANN based combination models.
Our results suggest that stating explicitly a high probability for the occurrence of the valuation scenario can improve the goodness of fit of choice models and the consistency of choices.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com