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The map step examines each split for traffic anomalies, and the reduce step combines them, packages them, and presents the overall report.
Hold each split for 20 seconds.
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Thus, for each split of a data set two numbers of supporting positions are given in the spectra, one for each group of species, shown above and below the horizontal axis (Fig. 2).
For each split of a dataset into training and test sets, we withheld 25% of the training set to use as a validation set for determining the stopping point of the learning algorithm.
RABBIT Grand Sichuan 46 "Old mom's rabbit head at Chengdu Airport" ($4 each), split lengthwise, for sharing.
As the questionnaire contained 40 items, we needed a minimum of 200 patients in each split sample for this analysis.
MANOVAs were then conducted to determine whether there was any variation within clusters between each split half for each health behaviour.
For each split, we optimized the weights for the aggregate biomarker on one training subpopulation (using linear discriminant analysis) and we evaluated the resulting aggregate marker on the other evaluation subpopulation.
Each split is evaluated for each of the variables, and a single variable (X i ) and the split value resulting in the greatest reduction in impurity is selected by likelihood-ratio test statistic of cure exponential regression, to best reduce error.
Two-tailed Fisher's exact tests were performed for each split, followed by the application of a conservative Bonferroni correction [37] for multiple testing.
To obtain a sensible measure for the multirun stability we calculated the standard deviations for each split separately.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com