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Of the two replicated decision trees, the volumetric measures decision tree identified a more meaningful number of patients who did not remit (55% of all non-remitters pooled across the Test and validation cohorts i.e. 57/103), compared to the DTI-based decision tree which identified only 15% of all non-remitters (i.e. 16/103).
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The thing incorporated is fuzzy logic, and results show the model can well replicate decision-making processes [14].
Overall, selection of proper models is of great importance, as watermark detection processes can be replicated as decision rules.
But it seemed to mean a very contrived, internalised style of leadership that in some senses replicated the decision-making of the brotherhood of ANC veterans locked up for so long on Robben Island, the nascent authoritarianism of the fix.
Study 1, that surveyed patients who had recently made a decision, replicated this type of sampling.
But the very feature that makes algorithms so valuable - their ability to replicate human decision-making in a fraction of the time - can be a double-edged sword.
Generating qualified multi-agents to replicate the decision-marking outputs of the human participants is the key technology to achieve this method.
While this study has its limitations — for instance, it is unclear to what extent participants possessed the same level of experience in using web mapping applications and whether non-burglars such as criminology students can replicate burglars' decisions on potential targets (Garcia-Retamero and Dhami [2009]; Nee and Meenaghan [2006]) — the setup is novel and its conclusions are interesting.
The impressive results of the Albert Einstein clinicians underscore the need to dissect and replicate their decision-making processes.
Gardner et al [ 20] evaluated the extent to which a multidimensional adaptive test could be used to replicate screening decisions based on the Pediatric Symptom Checklist.
So, for that matter, do most Americans: communities tend toward political alignment, and partisan tensions are not often replicated in the decisions that towns and cities make about the kinds of places they want to be.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com