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A clustering metric based on the construction of the data confusion matrix is also proposed.
Before we address the classifier construction issue, we must address the construction of the data set (step 3).
This chapter explains how to use the analytical information collected via the mapping of the information chain, the construction of the data quality scorecard, and the current state assessment to provide input to the data quality requirements specifications.
In our application, we considered two approaches in the construction of the data matrices ({mathcal{X}}), ({mathcal{Y}}): the first one gives more emphasis to direction Y, which is the one with bigger variability, the second one gives equal emphasis both to directions Y and X.
Detailed descriptions of the construction of the data bases and the searching algorithms used are given in the Supplementary Documentation.
Only reproducible and clear amplification bands were scored for the construction of the data matrix.
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We have applied the method to car-like robots, and simulation results are presented which show that problems involving up to five car-like robots in complex environments are solved successfully in computation times in the order of seconds, after a preprocessing step (the construction of the data-structure) that consumes, at most, a few minutes.
GS, NZ and AZ participated in the construction of the current data analyses, data management and interpretations: AZ performed the statistical analysis of the data; GS prepared the draft of the current manuscript, and NZ provided important contributions to the manuscript as well.
All data used in the construction of the positive data set (PDS) and the negative data set (NDS) was downloaded in March 2013.
The construction of the TRUNCATULIX data warehouse is divided in three main parts: 1) the database schema, 2) the data integration, 3) and the source data.
Therefore, informed consent was obtained from all individual participants during the construction of the ESI data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com