Sentence examples for identification instances from inspiring English sources

We tested the framework with a dataset of 33 positive and 411 negative identification instances.

The sequencing-based method has been used in a number of herb identification instances, and methods for extracting DNA from fresh plants have been intensively investigated [14 17].

As is the case for safety interventions in general, identification of instances where missed opportunities have occurred is a pre-requisite for motivating and guiding organisational learning and improvement efforts and service redesign (Donaldson et al, 2014).

D-Confidence outperforms both its baseline criteria w.r.t. the early identification of instances from under-represented classes when using SVM and NNET as base classifiers.

In this paper we focus on information extraction in a natural language text that concerns the identification of instances of a specific class of entities in the text.

Circumscriptions of classes in an ontology must first and foremost (at least within the goals of the HAO, and we feel in general) allow for the identification of instances of the class in question.

While experimental approaches allow the determination of CRMs, genome-wide systematic identification of instances of CRMs nowadays still mainly resorts to computational methods due to the time-consuming, small-scale and low-throughput nature of experimental approaches [ 12- 14].

The simultaneous capture of mRNA abundance and translation is expected to be a more accurate proxy for protein levels than measurements of mRNA abundance alone (Ingolia et al., 2009) and provides a critical resource for the identification of instances of post-translational regulation of gene expression.

This allowed for visual identification of instances of potential horizontal gene transfer of the cydX gene between species such that the interpretation of horizontal transfer implies fewer evolutionary events than hypotheses of ancestral evolution followed by an extensive history of gene loss and/or duplication under a parsimony framework [ 33].

The work described in this paper supports a broader goal related to the identification of representative instances for each class in the absence of previous descriptions of some or all the classes, in order to get a classification model that is able to fully recognize the target concept, including all the classes to learn no matter how frequent or rare they are.

A protein that is present in the YP4gte2 reference set (Section 2.3.1) is labeled as true identification (positive instance), and a protein that is absent from it is labeled as a false identification (negative instance).