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The precision of the models was determined by the determination coefficient (R).
The fit of the model is checked by the determination coefficient (R2).
A moderate degree of correlation between the As response and ISV was as well obtained by the determination coefficient (R2) value of 0.89.
The Levenberg Marquardt method is applied to carry out multiple regressions, and the most optimal model is obtained by the determination coefficient, the mean square error and F-statistic.
The goodness of fit of the model was checked by the determination coefficient (R 2).
The reliability of the model has been verified by the determination coefficient (R2).
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We assessed the quality of the parameters estimated by ABC by assessing the determination coefficient R (the proportion of parameter variance explained by the summary statistics), by analyzing pseudo-observed datasets and by posterior predictive tests [ 27], as detailed in the Additional file 1: Section 1.5.
The most dependable condition for the network was selected by a trial and error approach and by estimating the determination coefficient (R2) value (>0.99) achieved during prediction of the testing set.
The best network was chosen based on the maximum predictability of the network for the test data by analyzing the determination coefficient values.
The model reliability of fit was checked by means of the determination coefficient (R).
Least squares procedure was used to estimate coefficients of selected parameters and quality of modeling adjustment was obtained by calculation of the determination coefficient.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com