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Several factors can contribute to the improved prediction performance of our approach in predicting RD values from sequences alone.
One way forward is improved prediction.
Fig. 9 Improved prediction accuracy.
Pronto combines the hardware such as cameras (no LiDAR here) atop neural networks for improved prediction.
Data preprocessing resulted in substantially improved prediction accuracy.
Furthermore, refinement of existing shRNA design rules resulted in substantially improved prediction of powerful shRNAs.
Using this model may lead to a significantly improved prediction of the laminate strength.
It also enables improved prediction of stage values in a software implementation.
We used a national cancer database to determine if these changes improved prediction of survival.
We greatly improved prediction power of soft sensor for multi-mode operation process.
Generally, this model provides an improved prediction of the measured values.
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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