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Next, we employ the best performing classification schemes identified using each source of data separately, and merge the individual predictions using a weighted majority voting algorithm, achieving perfect discrimination between patients with and without disease relapse.
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The ratio of ratios device may depart from the original test criteria but as Felleman and Van Essen (1991) point out: "the key issue is whether a consistent hierarchical scheme can be identified using a modified set of criteria".
The serotypes of these strains were determined as previously described [ 1, 34– 36], and the biotypes of strains were identified using the scheme reviewed by Bottone [ 37].
To determine the source of the saccharide materials, the data were compared to a database of saccharide profiles of reference materials [18], and when polysaccharide gums were hypothesised, they were identified using a decisional scheme that was reported in the literature [19].
In the first step, boundaries of tibia and femur were identified using a process scheme that is automatic except for some coarse initialization provided by the user.
CoNS were identified using a simplified scheme of biochemical tests as proposed by Cunha et al. [ 12], including the utilization of xylose, sucrose, trehalose, mannitol and maltose, anaerobic growth on thioglycolate, nitrate reduction, and presence of urease and ornithine decarboxylase.
Co-morbidities were identified using a modified classification scheme as described by Lutomski et al[ 17].
The significant coefficients of each subband are identified using an optimum adaptive thresholding scheme for each subband.
CoNS were identified using the simplified biochemical test scheme proposed by Kloos and Schleifer [ 19] and Kloos and Bannerman [ 20].
Here, we conduct such a quantitative evaluation of the temporal baselines that could be identified using comprehensive information on biodiversity monitoring schemes sourced from several meta-databases.
Individually functioning nozzles were identified using one of two droplet detection schemes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com