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Clustering is thus a useful technique for navigating in a dataset, evaluating its diversity and the regularities among its components and getting an overview of the information carried by the variables that describe it.
An expanded dataset evaluating differentially methylated pathways confirmed the limited data and greatly extended the number of pathways that are enriched in RA.
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Table 10 presents the runtimes reported for the genetic and exhaustive framework according to each dataset evaluated.
The 35-patient dataset evaluated in this study was small with regard to exploratory PGx, and therefore an additional dataset from 51 patients was used to evaluate the validity of the findings.
The highest precisons for each MIPS category in each dataset evaluated are shown in bold.
In Figure 4, we present the F-measure and geometric accuracy of various algorithms on the DIP dataset evaluated using the CYC2008 benchmark.
In contrast, the satisfactory predictive value of the clinically easy to determine dataset evaluated in PreDiSc was the rationale to use this score as screening procedure in a prospective study.
The dataset evaluated here thus provides only a single "snapshot" of epigenetic modification in time, reflecting the combined results of genomic sequence influence and subsequent cell type-specific chromatin remodeling.
We performed extensive experiments on three datasets evaluating four performance metrics.
This study sought to determine the ideal surgical approach using national datasets evaluating morbidity/mortality (M/M) and overall survival (OS).
This result was further maintained in both datasets evaluating only early tumor stage samples, i.e. category T1 based on the TNM staging system [ 26].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com