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The new model has excellent prediction accuracy.
It has excellent prediction accuracy with the coefficient of determination of 0.928, the root mean square error of 0.028, and the mean absolute percentage error of 2.68% for the database.
It has excellent prediction accuracy with the coefficient of determination of 0.94, the root mean square error of 15.1 W/m2, and the mean absolute percentage error of 4.13% for the database.
This approach has excellent prediction power.
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The Enamine set also did not have compounds with MP <0 °C and a model based on this set failed to predict the whole Bradley set despite the fact that it had excellent prediction ability for its "drug like" subset (Table 3).
The results showed that the proposed models have excellent prediction ability with insignificant error rates.
Both were found to have excellent prediction power.
Neural network had excellent prediction accuracy comparable to those of support vector machine and random forest, but this was not maintained when only clinical attributes were included.
We assume that an optimal feature subset not only has excellent performance of prediction but also contains more relevant features and less irrelevant features.
The experiment results show that the proposed adaptive algorithm has excellent generalization performance and prediction accuracy, and does not cost more time compared with other SVMs.
These results show that a model of Bayesian discriminant analysis has excellent recognition performance, high prediction accuracy and a low error rate and is an effective method to predict coal and gas outbursts.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com