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In case of Mutagen dataset, or even caco-PipelinePilotFP, where intervals of nested cross-validation errors are narrow and similar to cross-validations', we can conclude that if we randomly remove 10% of samples, the quality of models remains almost the same.
For most food samples the quality of the extracted DNA was sufficient to amplify this fragment size (226 bp).
In turn, the quality of the reference panel will depend largely on the number of samples, the quality of the haplotypes, and the number of variants included.
Moreover, without a strong infrastructure for obtaining and processing good quality samples, the quality of shipped slides and samples will still affect the quality of diagnosis.
For 11 of the tissue samples, the quality of RNA obtained after HR MAS MRS analysis was of insufficient quality, and adjacent tissue from the same tumors, not subjected to HR MAS MRS, was used for RNA extraction and microarray analysis.
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The results show that even by using only 2 bits/quantized-sample, the quality of the separation is as high as 70% of the limiting non-quantized quality separation factor, which has been found to be 85%.
It uses three ratings for each speech sample: the quality of the speech signal alone on a 5-point scale; the intrusiveness of the background noise on a 5-point scale; and the overall signal quality as a MOS ACR.
For each sample, the quality of RNA was checked by capillary electrophoresis using Agilent 2100 Bioanalyzer.
In our analysis sample, the quality of close relationships was not associated with nonresponse in phase 5.
The criteria used to check internal validity were the quality of the sampling, the quality of randomisation and experimenter blinding, sufficient number of participants for statistical evidence, and description of confounders and bias.
For each sample, the quality of DNA extraction was verified by real-time PCR for a housekeeping gene encoding β-actin (7 ).
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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