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As such, the standard dataset requires both a standardized language for human comprehension and standardized coding for software processing.
Several experiments are performed on a standard dataset of eddy current signal samples for aircraft structures.
Further we use the proposed algorithms to improve clustering capability of the standard NMF using the Reuter document corpus, a standard dataset in clustering research.
The performance of the proposed HABC is evaluated using the standard dataset published in the first international nurse rostering competition 2010 INRC20100).
Experiments show that the proposed method works well for the various layouts and curved surfaces, and compares favorably with the conventional methods on the standard dataset.
Manually collected MIPS database has been regarded as a trusted standard dataset.
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Combined together, they claimed this to be the first known "gold-standard" dataset for review spam.
Note that due to the filtering analysis described above, sample 2-standard dataset and also clones flagged by individual filtering were excluded from the calculation.
Unless there exists a "gold-standard" dataset representing perfectly the underlying population for breast cancer, dealing with the heterogeneity feature is inevitable.
Prediction performance for the gold-standard dataset using KNN.
At present, the method relies on specifying a gold-standard dataset to estimate these expectations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com