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The clinician prediction had relatively low predictive ability with AUCs of 0.55 to 0.59 over the four time points when predicting high-risk events.
However, due to the low predictive ability of BMI to predict BP, BMI might not be the best selection method either to screen for elevated BP.
A too low value of cost and/or too high value of epsilon generally results in underfit models with low predictive ability.
By contrast, the ensembles exhibiting the highest predictive power on the test set were obtained when combining models with high and low predictive ability.
As could be expected, the initial model showed low predictive ability, the squared correlation coefficient between acd_logd values of test set compounds and the predicted values being (hbox {Q}^{2}=0.501).
The extent to which line-by-tester interactions contribute to low predictive ability warrants further research.
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This was in contrast to NIO assessors, who demonstrated the lowest predictive ability in these diagnostic groups, particularly in responders.
The model with age and Gail RR had the lowest predictive ability (AUC = 0.6646), and the Hosmer-Lemeshow goodness-of-fit test indicated poor model fit (P = 0.0019).
With the large prevalence of chronic low back pain even modest predictive ability could make a substantial contribution to health systems worldwide.
Yield heterosis exhibits some unusual characteristics relative to the other traits including very high levels, correlation with heterosis for many other traits and low levels of predictive ability.
The P-values for cross-validation in both series were remarkably low and indicate excellent predictive ability.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com