Sentence examples for based on validation data from inspiring English sources

Wang [2 4] considered the empirical likelihood inference of the error-in-covariable linear model and partially linear model based on validation data.

Characterization of the false discovery rate (FDR) based on validation data.

Coverage is an important factor and must therefore be specified carefully based on validation data.

Note that an unbiased error estimate for the optimal classifier can be obtained based on validation data, if such a data set is available.

Based on validation data, the positive prediction rate (PPV) of algorithm specific INDELs was high for Scalpel (77%), but much lower for GATK HaplotypeCaller (v3.0) (45%) and SOAP-indel (v2.01) (50%) [ 40].

Based on validation data, it can be predicted that of the 8,584 and 2,292 high-confidence SNPs identified for the Continental and Mediterranean morphotypes respectively, approximately two-thirds will be polymorphic and informative, while approximately one-third will be capable of co-dominant scoring using the GoldenGate™ assay.

For the other elements also no significant differences were found between effect estimates based on validation R or region (data not shown).

It has been observed that accuracy estimates of genomic prediction models based on independent validation data are often substantially inferior to cross-validation estimates (Castaldi et al., 2011).

A quality score method to enrich for true somatic mutations by defining a threshold that differentiates false-positive and true-positive variants based on Sequenom validation data was applied to CG genomes and increased the validation rate for substitutions from 93.5%, 71.4%, and 55.6% to 97.7%, 100%, and 73.3% for MMR− 1, MMR+ 1, and MMR+, 2 respectively.

Since the goal is to validate the added predictive value of the omics score when the gene expressions are collected with the technique used in the validation set, it is necessary to fit the considered models based on the validation data.

To understand the error profile of the WGS and WES data with a larger sample size, we developed a classification scheme based on the validation data and applied them to the eight samples in the Simons Simplex Collection (SSC).