Sentence examples for datasets to be analyzed from inspiring English sources

Consequently, we have opted for the two datasets to be analyzed separately.

Importantly, unlike with the MEME web service, there is no restriction on the size or number of uploaded sequences, allowing very large ChIP-seq datasets to be analyzed.

Unpaired Student's t-test, One- or Two-way ANOVA or non-parametric tests followed by appropriate post-tests were used according to the datasets to be analyzed (statistical significance: P < 0.05).

In the analysis of NGS data, processing efficiency is governed predominantly by two factors: first, the sheer size of the individual datasets, and second, the vast number of datasets to be analyzed.

In particular, the main contribution of this article is improving power in two ways: the statistical test used, showing that the non-standard likelihood ratio (LR) test in this setting can yield substantially more associations, and several exact algebraic reformulations that yield dramatic improvements in runtime for certain classes of set tests, enabling far larger datasets to be analyzed.

the statistical test used, showing that the non-standard likelihood ratio (LR) test in this setting can yield substantially more associations, and several exact algebraic reformulations that yield dramatic improvements in runtime for certain classes of set tests, enabling far larger datasets to be analyzed.

Such an approach can therefore significantly reduce the size of the dataset to be analyzed, and potentially overcome concerns about poor quality due to, for example, sample bias and missingness.

Although the size of the dataset to be analyzed cannot be tuned, the subset size can and it should be taken into account in order to remain within the set memory limits.

This model relaxes the assumption of known parental sequences, still common in HIV analysis, allowing the entire dataset to be analyzed at once.

Next, we present unsupervised learning algorithms for estimating these distributions for each dataset to be analyzed.

ComMet adjusts transition probabilities for each dataset to be analyzed using expectation-maximization algorithms.