Sentence examples for evaluate the predictive accuracy from inspiring English sources
These fluorescent markers were used to annotate a subset of the cells with the ground truth (expected results) needed to train the machine-learning algorithms and to evaluate the predictive accuracy of our label-free approach (see Methods section).
To evaluate the predictive accuracy of different methodologies for selecting a basal FSH threshold level that prognosticates live birth after IVF.
To quantitatively evaluate the predictive accuracy of the equation of the state, we compared numerical calculation results with reference experimental data.
OBJECTIVES: We sought to evaluate the predictive accuracy of four bypass surgery mortality clinical risk models and to examine the extent to which hospitals' risk-adjusted surgical outcomes vary depending on which risk-adjustment method is applied.
We also constructed linear SVM classifiers on the mapped informative clusters to evaluate the predictive accuracy.
The test data set was then used to evaluate the predictive accuracy of the classifier constructed from the training data set.
The investigators evaluated the predictive accuracy of the blood test in 363 people in Japan and Australia by comparing their estimates of brain amyloid based on the blood test with results of two standard beta-amyloid tests.
The ROC curves are significant for evaluating the predictive accuracy of a chosen model particularly in dichotomous statistical modeling such as logistic regression (Gorsevski et al. 2006), and the area under the curve obtained from the ROC (receiver operating characteristics) plot is the most preferred and applicable type of statistical assessment (Akgun et al. 2012).
In this study, we evaluated the predictive accuracy of ED triage by nurses applying ESI using a novel approach that leveraged both clinical judgment of a treating physician with knowledge of actual ED resource utilization and clinical outcome data captured from the EHR.
