Sentence examples for label combination from inspiring English sources

Simply, each possible label combination is transformed into a class, thereby transforming the multi-label problem into a multi-class classification problem.

One of them considers each label combination as class identifier, whereas the other one performs an individual evaluation of each label imbalance level.

BR is criticized, because it does not take into account label correlations and may fail to accurately predict label combinations or rank labels according to relevance with a new instance.

However, this method may get too complex for problems with many labels, since label combinations (hence the number of classes in the transformed multi-class problem) increase exponentially with the number of labels.

Another way to tackle the problem is "label-powerset", which transforms all the occurrences of label combinations in the data into individual classes to obtain a multi-class problem.

dnext = min{anext + bmin,bnext + amin} is a lower bound on the weight of the next label combinations that are in F s) = F s,∞) but not in F s,β s ) for the current value of β s 13.

Transforming the probabilities as above yields the advantage that label combinations not present in the training data can also be predicted.

This was performed on a pool containing all pixels, positively labeled for at least one component, from images of 4 cells for each of the 5 treatments (untreated cells, Y-27632-treated cells, and Y-27632-treated cells followed by 3 recovery times, altogether 20 cells for each labeling combination).

Phase 2 (Week 17 Week 32): Open-label combination therapy.

Phase 2 is open-label combination therapy for all patients with forced dose titration.

Baseline was defined as the last value prior to the start of open-label combination therapy.