Plot function for time-dependent ROC curvePaul BlancheHeagerty, P. J., Lumley, T., and Pepe, M. S. (2000). Time-dependent ROC curves
(modelObject = logitOut2, data = infert, outData = predOut, predVarNames = "Model2") # Do computations and plot ROC curve rxRocCurve(actualVarName = "case", predVarNames = c("Model1", "Model2"), data = predOut, title = "ROC Curves for 'case', including 'parity' in Model2...
Xingguo LiTuo ZhaoLie Wang
(modelObject = logitOut2, data = infert, outData = predOut, predVarNames = "Model2") # Do computations and plot ROC curve rxRocCurve(actualVarName = "case", predVarNames = c("Model1", "Model2"), data = predOut, title = "ROC Curves for 'case', including 'parity' in Model2...
(modelObject = logitOut2, data = infert, outData = predOut, predVarNames = "Model2") # Do computations and plot ROC curve rxRocCurve(actualVarName = "case", predVarNames = c("Model1", "Model2"), data = predOut, title = "ROC Curves for 'case', including 'parity' in Model2...
Compute and plot an empirical Lorenz curve from a variable in a data set, optionally specifiying a separate variable from which to compute the y-values for the curve. Compute the Gini Coefficient from the Lorenz curve data. Appropriate for big data sets since data is binned with computations ...
The area under the ROC curve (AUC) estimated for the total lung model was 0.644 (95% CI: 0.528–0.760; Table 5, Figure 3A), with a cutoff value of −810.70 HU of MLD, and the sensitivity and specificity values were 67.6% and 58.9%, respectively. For the lobar model, the AUC was...
Plotting function illustrating the H-measure of classification performance.
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