Sentence examples for initial labeled from inspiring English sources

All these approaches assume that we have an initial labeled set covering all the classes of interest.

The basic idea is providing the initial labeled and unlabeled samples that are composed of mixed or pure samples for AL heuristics, to find out which one is better for AL from the low-cost sample design point of view.

The receptors are constitutively degraded from early endosomes and about 50% percent of initial labeled receptors locate in early endosome [9].

The method is a simple wrapper scheme around a base classifier: the initial labeled data is used to train the classifier which then assigns a label to the unlabeled material.

Finally we obtain a total of 20,895 sentences and we randomly choose only 1,000 sentences (probably 5% of all the sentences) for manual annotation; then we build two initial labeled data sets as initial training set Tinitial (500 labeled sentences) and test set (other 500 labeled sentences), respectively.

After measurement of the baseline fluorescence F0, a protein aliquot was added and marked time t = 0. Vesicle fusion was reflected in the increased fluorescence Δ F t) = F t) – F0 because of longer distances between fluorescent and quenching lipids in a fused (labeled+unlabeled) vesicle relative to the initial labeled vesicle.

Here are some ballpark figures: CDs and downloads: Depending on the dealer price and if they are recouped (ie have paid back the initial label investment), it could be anywhere between £1.02 and £1.44 for a CD album sale (and 80p in mechanical royalties for the songwriters) or between 10p and 14p for a download (8p for the songwriters).

The initial labels have been obtained by a simple energy VAD and examined visually.

First, we propose an initial labeling algorithm, called ILPA, combining K-nearest neighbor (KNN) and label propagation algorithm (LPA).

(3) Assign a random label to each block at the top level to form an initial label configuration.

After initial labeling, those selected neighboring T-F units which likely come from the target speech are merged into segments[5].