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The model coefficients selected in the train set were then used to score all samples in the test set.
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The best performing model coefficients were selected based on cross validation.
To study the proposed second-order polynomial model, a central composite experimental design with multiple linear regression was used to estimate the model coefficients of five selected factors believed to influence the conversion process.
Model coefficients.
Attenuation of model coefficients.
Estimated model coefficients are interpreted as Probit model coefficients [ 33].
Based on the BIC, the model with interactions in both classes with different coefficients was selected (Model II).
The best 2D QSAR model was selected, having correlation coefficient r2 (0.8056) and cross validated squared correlation coefficient q2 (0.6742) with external predictive ability of pred_r2 0.7583 coefficient of correlation of predicted data set (pred_r2se) 0.2165.
Once the best-fit model was selected, its β coefficients were determined for the whole study sample.
Three common fatigue life distribution models were analyzed in this paper and the most suitable model was selected by comprehensive coefficient method to describe the distribution of test data.
Model: selected model function.
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