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"discrimination accuracy" is correct and usable in written English
You can use it to describe the degree to which a decision-making tool, such as an algorithm, is able to differentiate between different classes or types of data. For example, "The discrimination accuracy of the predictive algorithm was over 90%."
Exact(60)
After training, the MVPCs were successful in discriminating indoor and outdoor scenes showing similar time courses of discrimination accuracy for all three experimental conditions.
In truth, ROCs separate bias from discrimination accuracy.
We cannot compare these two studies directly because they did not describe the discrimination accuracy.
The higher discrimination accuracy for the cortisol group was significant for words encoded during deep but not shallow task.
This fact alone is sufficient to eliminate diagnosticity from consideration as a measure of witness discrimination accuracy: Diagnosticity and response bias are completely confounded.
However, the difference in the AUCs (which Lampinen did not report) is inconsequential compared with the difference in AUCs when true discrimination accuracy (d′) actually varies.
The empirical ROCs were curved, not linear, meaning that different empirical response biases would yield different estimated diagnosticity despite actually representing the same underlying discrimination accuracy (d′).
Conversely, Levi (2016) worries that witnesses given different identification procedures may respond with the same confidence level despite having different discrimination accuracy (d′).
Indeed, Clark's (2012) meta-analysis suggests that both response bias and discrimination accuracy (d′) change as a function of filler similarity.
The main task here is to select the best features for each classification stage to ensure high discrimination accuracy and to reduce the dimension of the feature space.
In a lesion-based analysis, discrimination accuracy of each SUV for bone metastases versus degenerative changes groups was compared by ROC analysis.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com