Sentence examples for unbiased benchmark from inspiring English sources

Our research reveals that only a few innovative companies have taken steps to leverage a potentially useful form of transparency: the provision of accessible and objective information to customers (e.g., sharing unbiased benchmark data, publishing unfiltered customer comments, or providing candid product reviews that may praise but also criticize the company's products).

Although ChIP-seq is considered state-of-the-art technology for mapping transcription factor binding sites, there are at least four concerns in using such data for creating a fair and unbiased benchmark.

The MIPS small-scale interaction datasets are included in order to form an unbiased benchmark dataset.

We systematically evaluated our new tool in simulated datasets from several large-scale TCGA RNA-Seq projects, unbiased benchmark data from compcodeR package, and real RNA-Seq data from the development transcriptome of Drosophila.

To see if the phenotype probabilities can serve as an unbiased benchmark for evaluating various disease-association datasets, we examined the phenotype probabilities of a few well-known collections of HT and T2D-associated genes.

These results confirm that phenotypic probabilities predicted from MGI phenotypes can indeed serve as an unbiased benchmark for the quality of association signals, and suggest that they may also be used as indicators for disease causality evaluation for genes linked to the disease-associated SNPs.

Both databases of significant size and independent testing institutions provide the precondition for fair and unbiased benchmarking.

We also create a framework based on a strict cross-validation protocol to allow unbiased benchmarking for direct comparison in future studies across several performance metrics.

The advantages of such databases and third party testing bodies are that firstly it allows more direct and unbiased benchmarking of different algorithms, and secondly it increases trustworthiness of the performance report, since developers do not have a direct access to the database for tuning algorithm's parameters to adapt to the database.

A critical aspect of algorithm development is unbiased benchmarking.

However, there is a dearth of independent and unbiased benchmarking studies.