Visualizing the Decision Rules Underlying Binary Classification

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Documentation for package ‘movieROC’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

gROC	Build a ROC curve for a univariate marker
gROC.default	Build a ROC curve for a univariate marker
gROC_param	Build a binormal ROC curve for a univariate marker
HCC	Hepatocellular carcinoma data
hROC	Build a ROC curve for a transformation of a univariate marker
hROC.default	Build a ROC curve for a transformation of a univariate marker
movieROC	Create a video with the building procedure of the ROC curve
movieROC.groc	Create a video with the building procedure of the ROC curve
movieROC.multiroc	Create a video with the building procedure of the ROC curve
movieROC2_densities	Create a video with the building procedure of the smooth ROC curve estimate
multiROC	Build a ROC curve for a multivariate marker with dimension p
multiROC.default	Build a ROC curve for a multivariate marker with dimension p
plot	Plot an ROC curve
plot.groc	Plot an ROC curve
plot.hroc	Plot an ROC curve
plot.multiroc	Plot an ROC curve
plot_buildROC	Plot the building procedure of the ROC curve
plot_buildROC.groc	Plot the building procedure of the ROC curve
plot_buildROC.multiroc	Plot the building procedure of the ROC curve
plot_densities	Plot density function estimates for controls and cases
plot_densityROC	Plot standard smooth ROC curve estimate
plot_funregions	Plot the transformation function used for the marker
plot_funregions.groc	Plot the transformation function used for the marker
plot_funregions.hroc	Plot the transformation function used for the marker
plot_regions	Plot the classification regions underlying a ROC curve
plot_regions.groc	Plot the classification regions underlying a ROC curve
plot_regions.hroc	Plot the classification regions underlying a ROC curve
predict	Predict the classification regions for a particular specificity
predict.groc	Predict the classification regions for a particular specificity
predict.hroc	Predict the classification regions for a particular specificity
print.groc	Print an ROC curve object
print.hroc	Print an ROC curve object
print.multiroc	Print an ROC curve object