The automatically adapted classification routine delivers good results on this data set but the man/machine interface might show a lack of classification accuracy (robustness) at following sessions and at activities of daily living.
This system is a marginally adapted classification applied by both the Cardiovascular Health Study and the Atherosclerosis Risk in Communities Study [ 42– 42].
The primary endpoint was endoscopic recurrence at six months, with a grade >1 in Rutgeerts' classification or an adapted classification for colonic lesions.
An advantage of the adapted classification is that it is easy to present and apply, as it consists of seven classes with only two levels of description.
The adapted classification provides a valuable model for VP developers, educators and researchers in healthcare education to more clearly communicate about the VPs they are using.
The adapted classification provides a valuable model for VP developers and researchers in healthcare education to more clearly communicate the type of VP they are addressing avoiding misunderstandings.
According to the adapted classification of O'Neil and colleagues' scale [ 1] (used in our service), we found that 21 (24%) patients had functional deglutition, 34 (38.2%) mild dysphagia, six (6.7%) mild/moderate dysphagia, 13 (14.6%) moderate dysphagia, seven (7.8%) moderate/severe dysphagia, and eight (8.9%) severe dysphagia.
A weighted linear combination rule, called adapted minimum classification error (AMCE), is developed to concurrently minimize the classification errors and the log likelihood errors.
We searched for existing categorisations of research funders, but as no agreed categorisation of research funders was located, we adapted a classification used in previous studies tracking official development assistance [ 12].
It is well known that neural network is highly adapted to classification tasks [17].
