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However, some regions can be classified better when the classifier are trained on the particular data set.
Classification success differed by Reference Soil Group, those with strict, well defined and easily measureable and/or observable criteria on a certain property (like Arenosols) were classified better with both methods compared to other soil groups with broader definitions (like Cambisols).
The different signals might however be advantageous for classifying specific prey: In our case, cod was classified better with dolphin-like signals while mullet was easier to classify with the porpoise-like signal.
After the feature reduction, only one dataset, E-GEOD-27946, was classified better using an alternative method, SVM.
1) The authors acquired fMRI data for the learned and non-learned sequences in separate runs, and only apply classification within a fMRI run to test whether one learned sequence could be classified better against other learned sequences or whether one non-learned sequence could be classified better against other non-learned sequences (within-class classification).
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This is supported by the results in the study where the more experienced doctor tended to classify better, and where the youngest doctors improved throughout the study period.
Rooms (classified Good, Better, Best) from £130 per night (a Good room with sea view, at £180, represents best value).
The company's beers are classified as "better beer," a category that represents about 20% of U.S. beer consumption.
Preliminary extensive tests proved that the six estimates in Figure 5 are classified from better to poor in the following sequence:,,,,, and from the peak signal to noise ratio (PSNR) point of view.
All households with one, or no deficiencies, are classified as "better off".
Gastric cancers are generally classified into better differentiated intestinal-type tumor and poorly differentiated diffuse-type one according to Lauren's histological categorization.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com