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The best model found by the greedy search will have enough parameters for a GA to more efficiently sample the parameter space without the convergence issue discussed earlier.
To find the models to be included in the BMA summation, we use the Occam's window principle, according to which models that are substantially worse than the best model found (by a factor of C in posterior probability) are discarded [ 28].
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The best model found at any point in the entire optimisation procedure should be chosen as the final best model.
The analyses in this article are based on the best fitting model found by Antoniou et al (2002).
For the maximum likelihood analysis, the distances between sequences were calculated using the best parameter model found by MEGA 6.0 6 (http://www.megasoftware.net/).net/
The best model fit was found by using backward stepwise deletion of insignificant terms.
The best model we found can predict students' prior knowledge, as measured by a summative pre-test, with r=0.949 and adjusted r-square =0.833.
The best model was found to be GTR+Γ+I.
The best model was found to be JTT+Γ+I.
Using the best fit parameters found by forward modeling, the extended model estimates the recovery of the Carrington storm.
The general system FE global mass and stiffness matrices of the bridge FE model are found by best fit optimisation to match field measurements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com