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Several experiments are performed on a standard dataset of eddy current signal samples for aircraft structures.
For instance, the PASCAL VOC Challenge [1] provides a standard dataset of annotated images at the bounding box level, for object categorization and detection.
There are eight offices of the NCRS in England which submit a standard dataset of information.
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To extract knowledge from the extensive literatures on such compounds and drugs, the organizers of BioCreative IV administered the CHEMical Compound and Drug Named Entity Recognition CHEMDNERR) task to establish a standard dataset for evaluating state-of-the-art chemical entity recognition methods.
In the study by Hawkins et al.[18], the crystal structures with the DPI of < 0.42 Å were considered to be precise enough for the use as a standard dataset for validation of conformer generators, and in this way, the conformer models with the RMSD value of > 0.6 Å (= √2 × DPI [44]) were guaranteed to be meaningful predictions.
At last, we consider that the use of a "gold standard" dataset of genes in this work has been essential to achieve a good comparison and evaluation of several splicing detecting methods.
In the past, the development and comparison of feature selection methods for QSAR have involved the use of a standard dataset first reported in 1990, the Selwood dataset [36] of the activity of 31 antifilarial antimycin analogues, whose structures are represented by 53 calculated physicochemical descriptors.
In this study, a "gold standard" dataset of 59 motility interactions was used, of which 39 had homologous pairs in T. pallidum.
We created a gold standard dataset of records matched by means of fingerprints and use it to evaluate the performance of 20 record linkage scenarios with conventional personal identifiers.
Our study is unusual because we first construct a gold standard dataset of records matched by means of fingerprints and subsequently use it to assess the coverage and accuracy of various record linkage scenarios.
Using a gold standard dataset of 623 record pairs matched by means of fingerprints, we evaluate twenty record linkage scenarios (involving different identifiers, string comparison techniques and with and without clerical review) based on the Fellegi-Sunter probabilistic record linkage model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com