Sentence examples for multiple validation sets from inspiring English sources

This highlights the importance of resampling in order to have multiple validation sets, particularly at low SNP densities.

Each individual score was consistent across multiple validation sets and the GeneRIF or gene2pubmed article links, with the relative rank of the scores remaining nearly identical.

Fortunately, by using RT-qPCR validation in a large number of individual serum samples arranged in multiple training and validation sets, we successfully identified the five-miRNA panel and additional bind trial test further confirmed our findings.

Models for All treatments‐All races, ATEN‐All races, HCTZ‐All races, and All treatments‐White were statistically significant for both discovery and validation sets with a multiple test corrected P < 0.006 with R values for the validation set of 0.19, 0.43, 0.49, and 0.33, respectively (Supplementary Figures S2, S3, and Figure 3).

Multiple validation techniques (Y-scrambling, complete training/test set randomization, determination of the dependence of R2test on the number of randomization cycles, etc).

Linear models combining expression/methylation of multiple genes were fitted for the first validation sets (qRT-PCR/MS-qPCR) to create appropriate classifiers.

As with the original validation sets some redundancy occurred due to the presence of the same Alu insertion candidate locus being detected in multiple call sets (Pilot 1 vs. Pilot2 or Illumina [RP] vs. 454 [SR]) followed by random selection of candidate loci for validation.

This standardization processing includes multiple validation and normalization steps.

The adopted stepwise methodology included multiple validation checks with experts.

The multiple linear regression leads to an accurate estimation of the conversational scores with high correlation and low error between subjective and estimated scores, both on the training and validation sets.

The main lesson from our validation process is the need for multiple validation strategies, including empirical validation.