Although rank-based methods have been suggested [32], [33], the important conceptual advantage of threshold-freedom lies in considering gene expression data simultaneously, without the uncertainty associated with prior gene list extraction [26].
Several studies have explored the advantages of threshold models over linear models for the analysis of calving traits [ 49, 50] given that according to the categorical nature of the traits, threshold models should theoretically be superior, as explained by Gianola [ 51].
We use a similar scheme that takes advantage of thresholding by choosing a threshold automatically by limiting the number of predictions.
Our multi-valued CMOS circuits take advantage of the threshold voltage control of the transistors, by using the signal-voltage-to-threshold-voltage span, in order to make area-efficient implementations of 4-PAM (pulse amplitude modulation) transceivers operating at high speed.
The accuracies of GEBV for ordinal categorical phenotypes analyzed by the threshold model were higher than those with a linear model applied to the scores, and the advantage of a threshold model was greatest when training populations were small.
These results also show the clear advantage of adaptive threshold methods in the onset selection process when compared to a global initial value.
However, one advantage of the Threshold View is that it does not commit us to saying that the lives of children with the severe impairments outlined earlier (e.g., Michael) are not worth living.
ROC has the advantage of being threshold-independent, and as such does not require decisions regarding thresholds of what constitutes a prediction of presence versus a prediction of absence.
One advantage of soft thresholding is that it leads to networks that are highly robust with respect to different soft-thresholds (beta).
Rock breaking with SC-CO2 has the advantages of low threshold pressure and high rate of penetration, so it has attracted full attention.
