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The extracted characteristic features were inputted into the MWSVM to train and construct the running state identification model; the bearing running state identification was thereby realized.
Xu et al. [11] extracted characteristic values related to Hadoop performance and utilized machine learning methods to find the optimal value, without building performance models.
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Data extraction and analysis We extracted characteristics of the studies directly into tables.
Two investigators independently extracted characteristics and results of selected studies.
Two investigators independently extracted characteristics and results of identified studies and performed standardised quality ratings.
Two authors (DB, WL) independently extracted characteristics of included studies using a form with pre-specific data fields.
Pairs of reviewers independently identified eligible DAs and extracted characteristics including the presence of practical decision support tools and features to aid comprehension.
For evaluations of reporting guidelines, one person extracted characteristics of the evaluation and outcomes and did validity assessments; a second person verified 20% of the characteristics of studies and 100% of the remaining information.
Quantitative comparisons were made by extracting characteristic viscoelastic parameters using Burger's lumped parameter constitutive model.
Hilbert Huang Transform (HHT) is used for extracting characteristic features from IMFs.
From the data on spreading dynamics, we extract characteristic times that are consistent with mechanical estimates.
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CEO of Professional Science Editing for Scientists @ prosciediting.com