Sentence examples for dataset component from inspiring English sources

These three components explained 99.4% of the variance in the original dataset (component 1 to 3 were 0.94, 0.05 and 0.01 respectively).

The metrics comprised: a) coefficient of variation (CV) defined as the ratio of variance in the profile to the average of the profile b) kurtosis (measure of deviation from normal distribution in the profile) To compute gene expression levels, each dataset component of the integrating panel was normalized as described above (each sample divided by array average intensity).

We discuss the characteristics of this year's Placing Task along with the description of the new dataset components and how they were collected.

For instance, Samwald et al. [ 6] developed a Semantic Web-based knowledge base for query answering and decision support in clinical pharmacogenetics, in which three dataset components are integrated.

Taking such a broad range of data types makes data interoperability an issue, and we have been working with the ISA-Commons community to see if GigaDB can capture study and assay metadata along with relationships between dataset components and take submissions using their ISA-Tab format [ 10].

Once all datasets, components, rules and constraints are defined and created, each can be pieced together to assemble a workflow template (Fig.  3).

The first step in implementing a WINGS semantic workflow is for a workflow developer to create all datasets, components, rules, and constraints needed for an analysis pipeline.

In this study several two-dimensional scatter plots were generated for each dataset using component pair combinations from the seven principal components.

In contrast to PCA, ICA decomposes an input dataset into components so that each component is statistically as independent from the others as possible.

To reduce this inherently high-dimensional dataset, principal component analyses were used for kinematic data collected throughout the acquisition and transfer phases; resulting in extraction of the first two principal components (PCs).

The ratios (MAX/MIN) were combined in a large-scale panel of 80 values per each gene, each value representing a dataset (project) component of a panel (Supporting materials, folder P3.1.1; Text S1, tables 1 2, page 8).