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Three independent data sets validated the models.
CRanker has shown consistent performance on different test sets, validated the reasonability the proposed model.
Real-time RT-qPCR analyses of both training and testing sets validated the gene expression profiles of MMP11 and HPSE2.
Comparative analysis of genome-wide STAT binding data sets validated the cytokine-dependent nature of STAT binding to DNA.
The estimates applied in our study were based on the results from published data sets validated for patients with STEMI.
To further investigate the similarities between these miRNA sets, validated target genes for the miRNAs were extracted from miRecords and TarBase [ 25, 26].
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The AUC was determined using the development set (apparent AUC) and the validation set (validated AUC).
The conducted experiments on challenging benchmark data sets validate the proposed model and the classification approach.
In a summary, the verification of the population growth model in three data sets validate the correctness of the model.
This signature of 127 genes was significantly enriched among COPD-regulated genes in four out of five previously published data sets, validating this set as a strong signature for lung emphysema.
Although the test set was biased, there was an impressive 51% overlap between the original fly and the human data sets, validating the fly PPI data as a model for human inferences.
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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