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The comparison of the performance of externally validated full model and externally validated final SF-model clearly confirms the effectiveness of the feature selection method.
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We have validated the models internally and externally.
The model was internally and externally validated for discrimination and calibration using bootstrap resampling.
We aimed to 1) evaluate the separate and incremental contribution of MC1R genotype to prediction of early-onset melanoma, and compare this with the contributions of physician-measured and self-reported traditional risk factors, and 2) develop risk prediction models that include MC1R, and externally validate these models using an independent dataset from a genetically similar melanoma population.
This model was both internally and externally validated using the LOO method by calculating statistical parameters which are critical requirements for a model to be robust.
The optimal model was validated internally and externally and several statistical stringent parameters were derived.
This unique animal model of clinically relevant and externally detectable liver metastasis will be a powerful tool for investigating tumor biology and developing novel therapies for cancer metastasis.
This unique animal model of clinically relevant and externally detectable liver metastasis will be a powerful tool for investigating tumor biology and developing novel therapies for human colon cancer metastasis.
Two models, a multiple linear regression with BET and pH, and a partial least square regression-based model, were successfully developed and externally validated enabling to accurately predict Kd (RSm) values directly from soil properties.
The model was validated internally and externally.
The economic model was validated internally and externally.
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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