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Other studies have examined the ability of PAPP-A and PlGF in combined models to predict preeclampsia, with some reporting a relationship between these two factors [ 27] and other not reporting a relationship [ 26].
Then, using Molchan diagrams, we compare the two combined models to the RI reference model.
Finally, we used ROC analysis (c-statistics) to investigate the contributions of marker groups in combined models to differentiate cases and controls.
The ability of the two combined models to discriminate cancer patients from healthy controls (ROC analysis), and their classification errors were estimated using bootstrap.632+ validation, simulating external validation by resampling.
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Unlike the existing works, this research made a niche by adapting the combined model to the technological domain.
That's why we chose its combined model to compare with our method rather than a specific CYP450 isoform prediction model.
As an estimate of uncertainty combining measurement and prediction uncertainties, we therefore take the difference between the SV of the CHAMP model in 2009 .67and the forward-extrapolated SV (using the SA coefficients) of the combined model to 2012.5.
Applying the combined model to the existing LEED building resulted in an improved, predicted Energy Use Intensity (EUI) mean value of 612 MJ/m2 as compared to the original model and actual EUI values of 691 and 590, respectively.
The acid gas mass transfer has been modeled using equilibrium-mass transfer-kinetics-based combined model to describe CO2 absorption into the amine blends according to Higbie's penetration theory.
In addition, features from all 11 proteins were used to construct a combined model to predict host tropism of influenza virus strains.
Model errors between learning techniques are apparently highly correlated, suggesting that these 3 models fail in a similar fashion and would not be suitable candidates for algorithms that systematically combine models to reduce error.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com