PLS-DA was used as a supervision method for classification (Sena et al. 2004).
Then, a deep supervision method is developed to enrich the model capacity with extra regularization.
Culotta et al. [9] proposed a distant supervision method to inferring twitter use demographics by using audience measurement data from thousands of Websites.
In terms of feasibility, video-based, on-ward supervision was a viable supervision method.
The distant supervision method produces an important number of false negatives because the SpanishDrugEffectDB database is incomplete.
Both midwives and supervisors in the Philippines accepted the checklist, seeing it as an objective, clear, and concise supervision method (37).
Therefore, it is expected that an improvement in the quality of the database may lead to a significant improvement in the results yielded by the distant supervision method.
The topics of these interviews will at least cover: background and frailty, reasons to participate, the appreciation of their involvement in the supervision method and satisfaction about the contact moments.
The distant supervision method presented here was evaluated on the SpanishADR corpus and achieved an improvement of 10% in recall at the expense of a decrease of 23% in precision (see second row of Table 1) compared to our previous system.
