Exposure misclassification might be reduced to some degree by developing spatial prediction models to estimate exposures to temperature and ozone at participants' locations.
Tang et al. (2013) considered the case where both disease and exposure are subject to misclassification and developed misclassification adjustment methods by utilizing validation data.
In order to reduce the need for human operators and therefore misclassification, we developed a computer vision framework to automatically classify the quality of corn tortillas according to five hedonic sub-classes given by a sensorial panel.
33 To minimise misclassification errors, we developed a systematic algorithm that cross referenced diagnostic codes recorded in different administrative databases.
Since specific MRI findings are known to improve over time, particularly with disc extrusions (which often resorb [ 32, 33]), the lack of an interim imaging timepoint may have created misclassification by failing to detect some MRI findings which developed at the precise time of symptom onset, but had improved by the 3-year follow-up MRI.
It's hard to get a sense of the total scale of misclassification by censorware because these companies treat their blacklists as trade secrets, so it's impossible to scrutinise their work and discover whether they're exercising due care.
It implies that there is a high risk of misclassification by increasing the number of predictions.
Exposure misclassification constitutes a major obstacle when developing dose-response relationships for risk assessment.
The study variables were measured by questions developed specifically for this study, rather than standard instruments, which could increase the likelihood of misclassification and limits comparisons with other studies.
The successful approach of Lee et al. [7] was based on the selection of gene expressions for the organ specific cell lines which correlate with gene expressions in patient material before developing their classifier by a misclassification-penalized posterior algorithm.
