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A wide range of classification methods have been used for the early detection of financial risks in recent years.
Multi-layer Perceptron (MLP) with back-propagation learning can solve a wide range of classification and estimation problems.
By modifying quantitatively the predicate to produce two forms, "All A is all B" and "All A is some B," he extended the range of classification of propositions.
The new expression is compared with some existing classification models with respect to their predictive value for a wide range of classification data.
The proposed system was assessed on our database of 112 DCE-MRI studies including solid breast masses, using a wide range of classification measures.
In this study, we present a framework that can integrate a range of classification algorithms to predict the geographical distribution of a specific event.
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Using 0.05-m and 0.2-m raster grids, we compared a range of classifications, both pixel-based and object-based approaches, including manual, Maximum Likelihood Classifier, Jenks Optimization clustering, textural analysis and Object Based Image Analysis.
The prefix and class number provide a range of classifications, from swimmers with severe disability (S1, SB1, SM1) to those with minimal disability (S10, SB9, SM10).
WHO classifications of obesity were used because of the range of classifications (i.e., six categories) versus alternative classification systems such as the one offered by the Centers for Disease Control and Prevention which only has four categories [ 22].
A wider range of classifications allowed for more precise estimates using our statistical model described below because it improved the within group homogeneity of subjects within each BMI classification.
These results indicate that the FP sentences cover a broad range of classifications, but importantly, that only 12% of the FP sentences were classified by curators as completely unrelated to a GO concept.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com