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Baseline PSA values were the second most useful variable and almost as discriminating as Gleason score.
Apparently, feedback is needed to maintain the detection of the most useful variable.
Additionally, we postulate that DSP may be the most useful variable because it is a composite index and may more accurately reflect the multiorgan involvement of sarcoidosis.
In univariate analysis, the most useful variable was Gleason score (χ trend)=164), followed by extent of the disease, Ki-67, baseline PSA, clinical stage and ETS status.
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To reduce the high dimensionality of the input variables, stepwise procedure is applied to select the most useful variables.
In discriminating between "Depression" and "Depression + ADHD", the WRAADDS subscale Impulsivity, the KSP subscale Socialization, and the thalamic tracer uptake were found to be the most useful variables.
PLS-DA results provide information about which are the most useful variables for the discrimination between the considered classes, knowledge that can be deduced from the VIP scores.
These variables were isolated by adopting a global data mining strategy that involved competition among a wide range of variables, and variable combinations, allowing the most useful variables to emerge in a data-driven fashion.
The most useful variables, however, may in principle not be directly linked to any single disease process, but might instead reflect a subject's overall health and fitness [ 33- 35].
PS is the most useful stratification variable for predicting patient response and survival (Karnofsky et al, 1948).
Therefore, WHtR could be the most useful anthropometric variable for predicting adiponectin levels, which suggests that the monitoring of WHtR is an effective tool for the prevention of MetS, especially among obese students, because the correlation coefficients were consistently higher in the obesity groups than in the non-obesity groups.
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