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It produces relevant or interesting relations between different variables in the dataset in the form of association rules.
When an NMR dataset in the form of a compressed zip archive or a MestreNova wrapping of such data is deposited into the repository, it is automatically signed, producing a MestreNova-specific "mnpub -format file which is added to the deposition fileset.
We organize the dataset in the form of a gene expression matrix GEM : N × M → e i, j ∈ ℜ with rows representing samples and columns representing genes.
This dataset, in the form of a comma separated values file (Additional file 3), was imported into the statistical software Stata [ 39] for analysis.
We plot these P -values for each pathway, and for each dataset in the form of a heatmap shown in Figure 4.
The aligned fingerprint data of the polar fraction dataset, in the form of generated spreadsheets, were normalized by using the phospholipids scaling factors obtained from the H NMR spectra of the apolar fraction.
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As a result, linear algebraic algorithms, and in particular matrix decompositions, have proven extremely successful in the analysis of datasets in the form of matrices.
The solutions like selective collapse algorithms represent datasets in the form of forests, and the nodes are collapsed in a way to improve the speed of persistent homology and maintain strong collapse.
Firstly we integrated these datasets in the form of a weighted PPI graph.
Sponsors summarised the characteristics of the trials included in the datasets in the form of two tables: one providing the dose, duration, and number of participants per trial, and the other providing the trial exclusion criteria.
Despite expression datasets in the form of Expressed Sequence Tags (ESTs), full-length cDNAs and Massively Parallel Signature Sequencing tags (MPSS), Serial Analysis of Gene Expression (SAGE), and proteomic datasets, over 40% of the non-transposable element (non-TE -related rice genon-TE -relatedrenon-TE -relatedby tricecript evidence.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com