Sentence examples for estimated the predictive from inspiring English sources

We estimated the predictive role of a "reversible" cognitive frailty model on incident dementia, its subtypes, and all-cause mortality in nondemented older individuals.

Reliability and validity were estimated, the predictive accuracy was calculated using the receiver operating characteristic (ROC) curve analysis, and the error types were counted.

After evaluating individual symptoms and conditions, we estimated the predictive value, sensitivity, and specificity of seven individual or combinations of syndromic keywords (Table 2).

We estimated the predictive values of the diagnostic test results over a range of prevalences by numerically integrating equation 1 and equation 2 over the paired estimates of sensitivity and specificity from the model.

To this end, we estimated the predictive performance of the models using cross-validation and Receiver Operating Characteristic (ROC) analysis, and report the Area Under the ROC Curve (AUC) [34] for each class of molecular function, biological process and cellular component (Figure 2, Table S3).

Finally, we estimated the predictive value of the point of care D-dimer tests.

In this study, 10 fold cross-validation was used to estimate the predictive performance for each prediction method.

Hence HQSAR performance followed the trend seen for CoMFA: cross-validation under-estimated the predictive error substantially for the biased subset (i.e., was overly optimistic about the extensibility of the model) and over-estimated the predictive error slightly for the boosted training sets.

Figure 8 Estimating the predictive uncertainty profile for the CYP2D6 inhibition data set.

The problem then becomes one of estimating the predictive error γt associated with each compound t in the training set.

The methods also implement leave-one-out (LOO) cross-validation for estimating the predictive ability in either case.