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This paper utilized the best subset method to evaluate the importance of the predictors for the thermal expansion coefficient of the steel strand used in the pretressed reinforced concrete structures, and select the proper subset of predictors to develop a regression model with satisfactory predicting ability.
Performance objectives were subsequently defined and crossed-referenced with the predictors to develop a matrix of change objectives.
When there are several potential predictors, using all predictors to develop a classifier is the standard and effective approach.
To predict the risk of residual LN metastasis after CRT, we used these predictors to develop a nomogram with a continuous scale and a discriminative accuracy of 0.81.
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The presence of apoptosis in NAFLD patients has been taken as a predictor to develop progressive fibrosis (Witek et al, 2009; Anstee et al, 2010; Ratziu et al, 2012).
Indermitte et al. found that the use of potassium supplements contributed most strongly to the velocity of developing hyperkalaemia [ 18], while others found that the combination of PID with RAS-inhibitors was the strongest predictor to develop hyperkalaemia in hospitalised patients [ 10].
The recognition that sub-acute low back pain patients with radiating pain are less likely to be able to rank the pain modalities needs further investigation, since radiating leg pain is described as a significant predictor to develop chronic back pain [ 10].
Specific research aims were (1) to identify important predictors; (2) to develop digital soil maps; (3) to assess land potentials using digital soil maps.
Multivariate logistic regression modeling was used to identify significant survival predictors and to develop a predictive model.
It has also been shown that the number of predictors tested to develop the LUR and the number of measurements influence the model performance (Basagaña et al. 2012, 2013; Wang et al. 2012, 2013).
Only general predictors were used to develop the system because predictors that are specific for TNF-α blockers are usually not present in articles on other drug classes.
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