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This model can correctly predict 83% of the cases, thus highly increased the prediction accuracy as compared to 59% with a model using only age and the fold change of weight (Table 3 Model 1).
Whereas the inclusion of the general health rating increased the prediction of physical health, it made no difference in predicting mental health as measured on the SF-36v2.
They did not find that using a combined training set of 200 individuals from two groups increased the prediction accuracy over using just 100 individuals from either group for predicting individuals from the same group.
The new correlation has increased the prediction accuracy of the simplified PC-SAFT.
Its addition as an explanatory variable in a built-up prediction model significantly increased the prediction power, which makes it a useful variable in urban land use change scenarios.
This index correlated highly with a record-based index score (RARBIS) and increased the prediction power of the models.
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The investigation performed in this work indicate that the new proposed models increase the prediction accuracy and hence predictive capability.
On the other hand, predicting further into the future increases the prediction error and the uncertainty, thus diminishing the benefits of long-term prediction.
In order to increase the prediction accuracy, we only selected the miRNAs that were predicted in more than three databases out of all the eight databases.
VEP is good for predicting mutations affecting protein function, but additional tools to increase the prediction accuracy for rare polymorphisms were considered important.
Such design substantially increases the prediction accuracy.
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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