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The contribution of the genes and/or proteins in rectal or colorectal cancer that were selected most often in the LOO iterations of MPT1 and predicted most accurately WHEELER, pN-STAGE, or CRM are shown in Table 3.
In particular, use of personal knowledge, scientists, and other colleagues in a site manager's own organization, and external scientific advisers were selected most often, and were most often indicated to be "very important" as sources of information.
In the Gram stain group, narrow-spectrum antimicrobials were used most often, whereas in the guidelines group, broad-spectrum antimicrobials were selected most often.> -wrap-foot> * p < 0.05 Table 3 shows the culture results for each type of infection: pulmonary, urinary tract, and skin and soft tissue.
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When few events occur, the Stable Pairs models tend to be selected most often.
Furthermore, at level 1, the combination of parameters that was selected most often for the k = 10 test folds, i.e. mode of the selected combinations, was used for final classification of instances in the outermost test fold.
In our analysis all correlates that are selected most often using different methods make intuitive sense, and the findings are generally in line with other studies conducted in similar populations [ 57– 60].
Finally, in search for a thick target, thick distractors were selected most frequently; significantly more often than medium distractors (F 1,11) = 104.2; p<.001) and thin distractors (F 1,11) = 187.0; p<.001).
For different training datasets with the same number of samples, different root nodes were often selected; as shown in Fig. 4b, the roots selected most often across all sample sizes were nodes 24, 35, 30 and 26.
The features selected most often in the 36 LOO iterations are listed and discussed.
The features selected most often came from different sets; one could already observe in Figs 2– 4 that such features, if they were too few, performed poorly.
Sample locations for most species were selected somewhat opportunistically and often coincided with locations sampled for anatomical and morphological work by Dr. J. Canne-Hilliker.
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