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For half of the datasets SVM has better performance than PAM and for the other half of the datasets, PAM performs better than SVM in accuracy.
However, SUPERPC spuriously failed to produce results on approximately half of the datasets under each scenario.
This identified 8135 genes that were coexpressed with MGST3 in over half of the datasets (coexpression value ≥ 0.5; Additional file 2).
It is interesting to note that, even when half of the datasets are taken into account, so few genes are selected.
However, Elkon et al. [ 1] found that this relationship broke down for those genes that were being rapidly suppressed as in at least half of the datasets examined there was no correlation between the rapidity of downregulation and the inherent instability of the decreasing mRNAs.
These indicate that for the sites in the slowest rate category (rate 1) less than half of the datasets have significant differences in amino acid uniformity between the real data and the simulated data; but for sites in the faster rate categories (rates 2 4), the real data are less uniform than the simulated data in the majority of the cases.
Similar(54)
Factor structures were obtained using exploratory factor analyses (EFAs) on half of the dataset, with model fit examined using confirmatory factor analyses (CFAs) on the other half of the dataset.
Half of the dataset is used for the training stage and the other half is employed to test the accuracy of the TWA detection.
This also means that the 25% of the values in the dataset lie below Q1 and the rest 75% lie above Q1.The third quartile is the median of the upper half of the dataset and is denoted by Q3.
This method was later improved in [9] by changing the re-sampling mechanism such that if one half of the dataset was sampled, the other complimentary half should also be used.
More precisely, we select users that: (i) sent queries on at least 45 different days (i.e., half of the dataset period), and (ii) issued queries on a period of at least 61 days (i.e., two-thirds of the dataset period).
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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