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Examining the observed conditional correct response probability (Yes) for the 2-class model in Table 7 shows a class of people who were basically not aware about any of the therapeutic methods (35.8%) and a class included individuals with high probability of correct response to every therapeutic modality (64.2%).
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The dependent variable of interest was accuracy of reporting T2, conditional on correct report of T1 (T2|T1), which is the standard way of measuring AB.
Conditional tests correct for the local level of risk, thus ignoring the extent to which the overall observed number of cases around a given site differs from the overall expected number, and consider only the distribution of cases within the study region.
Throughout this section we assume that this approach to conditionals is correct.
The previous solutions surveyed address domain adaptation by correcting for marginal distribution differences, correcting for conditional distribution differences, or correcting for both marginal and conditional distribution differences.
To evaluate TD-GF, we generated a set of PrSMs with "correct" conditional spectral probabilities and compared the "correct" conditional spectral probabilities with those reported by TD-GF.
Quantile regression forest have more problems in fitting the correct conditional quantiles, which further explains why the resulting PIs fail to achieve the conditional coverage in Table 1. Figure 3 displays the resulting effect estimates from 100 simulation runs of quantile boosting in the linear high-dimensional setup.
First, the proportion correct conditional on response time was computed for each item.
Figure 3 shows the proportion correct conditional on response time for a sample item.
To determine the P +>0% threshold, the proportion correct conditional on the response time was computed item by item at one second intervals.
Fig. 3 Proportion correct conditional on response time (total time on task, truncated at the 95th percentile) for the sample literacy item C313413, completed in Module 2. To classify response behavior as engaged or disengaged, all items visited by the test-taker and for which response times were available were considered.
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