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The entire dataset was processed with our method, and perceptual quality measures were calculated.
The 2011 SuperDARN Hokkaido radar dataset was processed using this technique.
The Pilot dataset was processed by fpocket and an all-against-all SiteHopper BSC was performed to create a matrix of binding site similarities.
Thus, as this work addresses the human effort in the annotation/correction of onsets, the dataset was processed following the previous reference: all onsets within 30 ms were combined into one located at the arithmetic mean of their single positions.
We evaluated the performance of CPVS in terms of reduction of total time, benchmarked against our previous study [9] (referred to as PVS) where the same dataset was processed in the same parallel fashion but without the machine learning component to filter out 'low-scoring' leads.
The collected dataset was processed with HKL2000 [31].
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Figure 7 illustrates the time required to rebuild the matrix as the ELEARN dataset is processed.
For the depression experiment, the female dataset is processed, and we obtain 20 features.
For the district-personality experiment, the Guangdong dataset is processed and we obtain 19, 21, 18, 22 and 20 features for A, C, E, N and O, respectively.
At this point, the dataset is processed using a custom Excel™ script, which identifies any irregularities (e.g., instances of failed tracking) and produces summary statistics on all of the main characteristics of the experiment.
A linkage file stored in an encrypted format is created when a dataset is processed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com