By avoiding arbitrary categorization of test results, it potentially allows for an improved integration of test results into diagnostic clinical decision making.
This means that in our study the categorization of test scores into five proficiency levels may inherently lead to a misclassification of about 24%, without taking divergent classifications (TOEFL/German NA) into account.
In view of this, this paper tries to address the issue by careful design of the codewords such that the resulting image histograms for each category will retain strong discriminating power, while the online categorization of the testing image is as efficient as in the baseline BoW.
Due to the dichotomous categorization of bMCU test items as either correct or wrong, a person's probability and complementary probability of solving each bMCU test item can be derived from counting correct items.
The categorization of AC/HS test results into acute, equivocal, and nonreactive is available at www.pamf.org/serology/images/achs_grid.html.html
However, the categorization of the test-retest results as a function of a predefined cut-off point may be considered an inadequate simplification.
Experiments show that the proposed model generates reasonable categorization of behaviors being tested.
Second, we tested categorization of partners as cooperators or defectors in memory tests after a short and long retention interval (10 min and 1 week).
Figure 1 shows overlap between the categorization in terms of test scores at 4 years and in terms of SLP contact.
Finally, the regression analyses found that individual accuracy scores on a post-test categorization of Evoked and Emitted laughs as "Real" and "Posed" positively predicted the degree of activation of amPFC (as well as precuneus, which has also been implicated in a mentalizing network; Van Overwalle and Baetens 2009) during passive listening.
