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The divergence distribution was tested within species diversity between the initially dataset with 1906 sequences (case A) and the validate data set with 1572 sequences (case B).
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The data are split into two sets: a training data set and a validating data set.
In general, the error for the validating data set tends to decrease as the training takes place up to the point that overfitting begins.
We have undertaken a detailed analysis of FGF target genes which has generated a robust, well validated data set.
Table S2 thus represents the most comprehensive validated data set of effectors of peroxisome biogenesis across the high throughput studies related to peroxisomal function published to date.
Recent relatively high throughput transgenic mice assay based studies generated the genome-wide experimentally validated data set for hundreds of human enhancers.
In the following we first give a brief description of the model of MSC organisation in vitro introduced by Krinner et al. [ 14] and provide the experimentally validated data set used throughout this study.
It was difficult to divide the patients to developing and validating data set due to the small sample size of patients with MRSA infection (n = 30) in this study.
Here, we provide a novel procedure and validating data set that allows researchers to study and manipulate components of behavior such as attention, motivation, impulsivity, and reward-related working memory during an ongoing operant behavioral task while limiting interference from non task-related behaviors.
In the near term, supply chain analysts who can analyze data, structure and validate data sets, use digital tools and algorithms, and forecast effectively will be in high demand.
We next asked if the essential genes in our gene set are more likely to be involved in a protein complex, using an experimentally validated data set of human protein complexes from the CORUM database (Ruepp et al., 2010).
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CEO of Professional Science Editing for Scientists @ prosciediting.com