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Different scenarios have been adopted to examine the features individually and discard those with little discriminatory capability.
The models, therefore, retained reasonable discriminatory capability, and systematically outperformed the other scoring systems tested (SOFA and APACHE II), in these cohorts.
The first step in feature selection is to look at each of the generated features independently and test their discriminatory capability for the problem at hand.
Our study demonstrates that the RPE cell assay has discriminatory capability for measuring the efficacy and potency of inhibitory peptides in a macular disease environment.
The unsupervised discriminatory capability of L values shown above encourages the idea of assessing the potential application of this information for (supervised) prognosis tasks.
However, some discriminatory capability is lost (cross-hatched region) due to the shift in the psychophysical function, and the indifference arising from the equivalence of weaker rewards could have serious consequences.
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We investigate the discriminatory capabilities of the color model and compare the robustness of one-stage and two-stage classifications (see Section 3.3).
A number of reports utilized genetic typing of these virulence genes for their discriminatory capabilities between isolates, particularly those belonging to the same ST.
However, the scale has moderate discriminatory capabilities as a diagnostic tool for depression and anxiety.
We applied the SVM Recursive Feature Elimination RFEE) algorithm [ 18] to rank all features for evaluating their discriminatory capabilities.
This critical finding demonstrates that both speed and high discriminatory capabilities can be realized through temperature modulation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com