Sentence examples for labeled instance from inspiring English sources

In general, for a random document and a random training set, does not contain a labeled instance of.

We propose to remove this requirement using pose-based voting (PBV) – a method which treats every frame as a labeled instance.

Limiting instance selection to the perceived uncertainty region seems adequate when we have at least one labeled instance from each class in which case the perceived uncertainty region is probably consistent with the target concept.

ClassDist u j,c k ) may also be any aggregation function computed on the individual pair distances between one unlabeled instance u j ∈U i and every labeled instance from class c K ∈C i known at iteration i at the current implementation we are using the median.

At the top of the window, there will be a blank text field labeled "Instance name" when you hover over it.

A substantial improvement in accuracy compared to state of the art semi-supervised methods is achieved.The advantage are even more dramatic when labeled instances are limited.

Vaguely speaking, the learner tries to minimize the number of labeled instances used in the course of learning, relaying also on unlabelled instances in order to acquire the needed information whenever possible.

The implicit material selection knowledge is represented as a set of labeled instances and RDF instance graphs in terms of the concept model, which provides a formal approach to organizing the captured material selection knowledge.

Our idea is to use matrix factorization to obtain a compact representation of network data which uncovers the class discrimination of the data inferred from the labeled instances and simultaneously respects the intrinsic network structure.

Classification tasks require a number of previously labeled instances.

n represents labeled instances from class n and x represents unlabeled instances.