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After excluding identified classes a downstream model with less classes allows improving discrimination during the next iterations.
This filter improves the separation of the two energy spectra (i.e. 80 and 140 kVp) accompanied by significantly improving discrimination abilities [14, 23, 37].
In this paper, we propose a per-sample multiple kernel learning (PS-MKL) approach to take into account intraclass diversity for improving discrimination.
The method is shown to be especially useful for improving discrimination between agriculture and natural vegetation in coarse-resolution land cover maps.
Therefore, skeletal SUVs, especially SUVmax, in quantitative bone SPECT/CT may be helpful indices for the prognostication of bone metastatic burden, improving discrimination of active bone osteoblastic metastases in patients with prostate cancer from frequently coexisting degenerative changes.
We show that the presence of a highly concentrated quinine solution (60 mM) acts as an aversive reinforcer promoting rejection of the target associated with it, and improving discrimination of perceptually similar stimuli but not of dissimilar stimuli.
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Nevertheless, the presence of across trial stimulus repetitions significantly improved discrimination capacity among children, albeit the degree of improvement was smaller than in adults.
To summarize, rare variants only improved discrimination when baseline AUC values were low, but even then the improvement was minimal.
MT tended to reduce selective attention and to improve discrimination.
The potential to combine these methodologies to improve discrimination among populations has yet to be realized.
By isolating individual mutations, we identified specific amino acid changes that dramatically improved discrimination.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com