Sentence examples for supervised setup from inspiring English sources

Clearly, even in the regular supervised setup, NMF and SC can produce some gain in the classification performance.

The proposed automatic system follows a classical supervised learning setup, based on GMM.

We presume however that the carefully supervised experimental setup and the appropriately placed control studies potentially limited the roles of the uncontrolled influences.

In this paper, we introduce a novel setup of self-supervised learning (SSL), in which optical flow cues serve as a scaffold to learn the visual appearance of obstacles in the environment.

For our task, though not the typical semi-supervised setting, we view it as a similar setup and the proposed auxiliary tasks could be naturally extended to unlabeled data with side information, e.g. functional association between proteins.

Following the model of about 2,000 "therapy courts" devoted to drugs and spousal abuse that have opened nationwide in the last two decades, the setup here allows defendants to avoid jail time if they follow a court-supervised program that includes counseling sessions, credit checks and twice-monthly meetings with Justice Farrell.

We also suggest guidelines on how to make the supervised drug target interaction prediction studies more realistic in terms of such model formulations and evaluation setups that better address the inherent complexity of the prediction task in the practical applications, as well as novel benchmarking data sets that capture the continuous nature of the drug target interactions for kinase inhibitors.

The comparison to kirmes is in some ways different to the original setup by Gordân et al. (2008): our method needs labeled information as it is a supervised learning technique.

The known interaction number is a key factor of our semi-supervised methods since the testing data set is much larger than training data set in our cross-validation setup.

(Vitor Ramalhão supervised costumes).

They were not supervised".