Exact(5)
SVMs with a linear or quadratic kernel, however, perform slightly worse than a majority class predictor (Figure 10).
Predictors of delayed presentation in our pediatric cohort included age category and daytime assault, whereas the identity of the perpetrator was not a significant predictor (Figure 1).
Consequently, the individual 44 reporter genes vary considerably in their ability to predict CFS in the training set accurately, although all perform better than a random predictor (Figure 3).
The OA-related biomarkers, serum hyaluronan (sHA) and urinary C-telopeptide fragment of type II collagen (uCTX2), were strongly positively correlated with the number of affected joint systems based on KL scoring, with their concentrations having significantly positive coefficients in a linear model with nKL as a predictor (Figure S2).
Although the Park test and the EEE estimation of the variance function approximated 2, the GLM variants demonstrated poor goodness-of-fit with the exception of the EEE (not with-standing the upper most decile of the linear predictor, Figure 6) where the link and variance functions were estimated, not fixed.
Similar(55)
Finally, we specified a regression model in which CPS ability was the criterion, fluid intelligence, prior knowledge, and general interest (AIST) were the predictors (Figure 4). Figure 4 Regression model with correlated predictors of CPS.
A receiver operating characteristic curve for this combination of predictors (Figure 2) confirmed its poor clinical performance (C statistic 0.67, 95% CI 0.59 0.75).
The heatmaps representing the microRNA chemosensitivity profiles showed demarcations between chemosensitive and resistant cell lines similar to the mRNA predictors (Figure 1b).
Furthermore, logistic regression analysis using COMPASS total score of >32.5 as cut-off for the presence or absence of dysautonomia identified ESSPRI and HAD-A as the two most important predictors (figure 3).
The Item view also adds links for each model that take the user to web applications that allow for detailed analysis and visualization of the Model (QDB Explorer) and online predictions (QDB Predictor). Figure 8 Fragment from Item view (XMLUI interface) that shows an example of the Models information contained in the QDB archive.
If patients were not included as predictor variables (Figure 2), then the first splitting variable was whether the patient P/F ratio was >35.5 or <35.5 (3% vs 42% contracted SARS).
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