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Documents from 20 newsgroup benchmark dataset were used for experimentation.
Total 85 dataset were used for training the network and 10 dataset for testing and validation of network rules.
Genetic diversity and divergence values for each dataset were used for the interpolation of multispecies genetic surfaces and subsequent visualization using ArcGIS.
To address both problems, we optimized the parameters for every method with a grid search (Supplementary Note 2) and used an approach akin to cross-validation where the optimal parameter settings from one dataset were used to assess the performance of a method on another dataset (Fig. 1c).
Seventy-four stations from the long-period Australia-wide AusLAMP (Australian Lithospheric Architecture Magnetotelluric Project) dataset were used to image the electrical resistivity beneath the Neoproterozoic Ikara Flinders Ranges and adjacent Palaeo-Mesoproterozoic Curnamona Province.
Ligands from the Astex diverse dataset were used as provided.
Training image sets from Middlebury dataset were used in all experiments.
Seventy one percent of the email addresses in our dataset were used only during 1 day.
For this purpose two images outside of the dataset were used.
Four publicly available email datasets and one publicly available phish URL dataset were used to evaluate phishGILLNET.
The Tanimoto similarity and overlap between query scaffold and target active dataset were used as a means to rank matches.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com