In such case, transfer learning is required to enhance performance using an auxiliary, label-abundant domain.
This is because it may be difficult to collect auxiliary labeled source domain data that shares the same feature space as the target domain.
To develop new, easy-to-understand prescription auxiliary labels, assess patient understanding of both new and existing labels, and compare the effectiveness of existing labels with the newly developed ones.
Special instructions regarding how a prescription medication should be taken or its possible side effects are often applied to medication bottles in the form of auxiliary labels.
However, two older studies found that the use of symbols did not improve understanding of prescription instructions compared to written directions alone [ 5] and that comprehension of prescription labels was unaffected by the use of auxiliary labels (different from those used in this study) [ 10].
We were especially charmed with euphemisms now prevailing in airplanes-emergency exits are labelled "auxiliary exits;" safety belts are called "seat belts".
The auxiliary parameter β labelling the class of density matrices (mathcal{A}_{beta,s,L}) in endnote a with (s=2) can be used to further optimize the reconstruction error (Delta_{h, n}^{eta, r} (hat{rho}_{alpha})).
The serial number of auxiliary channels is labeled according to the rules as follows: N(m−1)+n−1 denotes the mth Doppler channel and the nth angular channel, and the smaller number of n and m means the channel is closer to the frequency of 0, both in the angular and Doppler domains.
The results indicate that with the proposed semi-supervised multi-task approach, auxiliary information (weak labels) is able to improve the accuracy of the predictive models for PPIs between HIV-1 and human proteins.
AHAlife also tells the stories of the little-known brands it carries and fleshes out the lifestyle side of its label with auxiliary stories that aren't meant to push product.
