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The final categorization scheme was chosen in order to maximize the number of categories (discrimination) while maintaining a high correlation with clinical cure assessed two days after the end of therapy.
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Many readers were concerned about the way that minorities were disproportionately affected by policy in these areas – and those concerns were especially clear in the category "discrimination".
CRF can be used to identify items with low category discrimination and spread.
Adult Japanese speakers were given 10 sessions of identification and discrimination training, with pre/mid/post tests of identification, auditory discrimination, category discrimination, and /r/ /l/ production.
To address this, the Locality-Sensitive Discriminant Sparse Representation (LSDSR) is developed, in order that the video samples belonging to the same video category are encoded as similar sparse codes which make them have better category discrimination.
Indeed, whereas sensitivity in category discrimination was high for the category-trained bird types, for the visual-exposure bird types category-discrimination ability was very poor.
Joubert and collaborators [18] also found a decrease of 6% in human accuracy with equalized images in a go/no-go task but on a different category discrimination (natural vs. man-made "context").
In contrast, chimeric objects typically involve a much simpler between-category discrimination.
That is, discriminating between halves of a chimeric face, or the top and bottom halves of a composite face, require a detailed within-category discrimination.
We speculate that, in the present case, this particular object category might have triggered increased sensitivity in the PCG due to the potential for pain that in turn leads to reliable within-category discrimination.
Indeed, neural signatures of category discrimination are present over several seconds [ 44], and the responses of auditory cortical neurons can remain informative about the stimulus for up to 500 ms after sound offset [ 44, 45].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com