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The decision tree in Fig. 2 shows that for datasets whose number of nominal attributes surpass a given threshold (nom>7), J48 is the recommended algorithm.
The recommended algorithm for HER2 determination in breast cancer is to use IHC initially, using a semi-quantitative scoring system followed by FISH for 2+ ambiguous samples [11] [14].
There was poor adherence of the doctors to the recommended algorithm for investigating a patient suspected to have TB.
For instance, in the recommended algorithm, the combination of sulfonylurea and metformin is the second step in the management of patients with type 2 diabetes (18).
Exercise was assessed using the Godin questionnaire [ 12], based on self-reported exercise frequency and intensity, which were combined according to the recommended algorithm and analyzed in quartiles.
Using a rank consistency filter, features were subjected to a combination linear and LOWESS normalization algorithm, the recommended algorithm for this microarray platform.
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To measure the test-retest reliability of each instrument, scores were obtained for each instrument using the recommended algorithms and the ICC was computed from these scores.
The WHO recommended algorithm for the diagnosis of TB, incorporating the international standards for TB care, were used for the diagnosis of TB in this study [ 8].
This report presents the ODISSEY European Consensus Group recommended algorithm for DED evaluation, which facilitates diagnosis of severe disease even in the event of discordance between signs and symptoms.
Many authorities mistakenly assume the tiebreaker is a WHO recommended algorithm.
Using the recommended clustering algorithm in combination with a Kernel Density Estimator, the RCM is parametrised automatically without user interaction.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com