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We use SVM and conformal prediction to deliver valid prediction intervals for ranking the predicted ligands, and Apache Spark to parallelize both the docking and the modeling.
The multivariate model provided a valid prediction of grip strength (error 2.9%) but predicted pinch strength was less close to the measured one (error 13.3%) as shown by the examples.
The understanding of the fabric of the universe which is contained in Einstein's general relativity has made yet another valid prediction.
Results revealed that the assessment center provides a valid prediction of success in higher managerial positions.
Our results revealed that the proposed approach is capable of producing valid prediction intervals for future PDSI values.
However, because relevant actors might change their behavioral patterns, even a good fit between past developments is no guarantee for a valid prediction.
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Recently global sensitivity analysis (GSA) has been recognised as a useful technique, capable of addressing the uncertainty of the model parameters and generating valid predictions on parametric sensitivities.
Even though the model is calibrated only based on spatially-resolved thickness, it is proven using FT-IR that it also makes valid predictions regarding the film composition.
Models of lake ecosystems are most successful at making valid predictions over intermediate scales of time (months or years), rather than at very short time scale (days) or very long time scales (decades).
The experimental results showed that gene expression data can be used for valid predictions of cancer patient survival classification with an overall accuracy of 83.0% based on survival time trusted data.
It aims at understanding the complex relationships between ecological processes and landscape patterns, identifying the underlying mechanisms and deriving valid predictions for scenarios of landscape change and its consequences.
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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