Sentence examples for supervised scheme is from inspiring English sources

In addition, a supervised scheme is used to adjust parameters to minimize the network output error and construct more accurate fuzzy model on the basis of the ICART algorithm.

In a supervised learning, the classification scheme is usually based on the availability of a set of signals that have already been classified or described.

In this paper, a semi-supervised mixture discriminant monitoring (SMDM) scheme is proposed, which integrates the strengths of both supervised and unsupervised techniques.

Despite being able to achieve a better classification performance than the unsupervised approaches, a critical problem with these supervised discretization schemes is the potential exposure of the genuine measurements or the genuine user pdf, since the constructed intervals serve as a clue at which the user pdf or measurements could be located to the adversary.

The reason why the unsupervised method performs better than the supervised scheme may be because the similarity graph W encodes general information about the relationship among the nodes, whereas the within- and between-similarity graphs, W w and W b, may overlook some subtle discriminative connection in the graphs.

The scheme is eye-catching.

The scheme is relatively simple.

No scheme is perfect.

Various supervised weighting schemes are explored in this work.

Since these supervised weighting schemes are useful in sparse BOW representation, we use them on neural models and expect that better text representations are learned for sentiment analysis.

Comparing the baselines with the results in other columns, we find that significant and consistent improvements are witnessed when supervised weighting schemes are introduced into the models.