Visualizing the Decision Rules Underlying Binary Classification

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Documentation for package ‘movieROC’ version 0.1.0

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biROC Build a ROC curve for a bivariate marker
biROC.default Build a ROC curve for a bivariate marker
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.biroc 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 higher than two
multiROC.default Build a ROC curve for a multivariate marker with dimension higher than two
plot Plot an ROC curve
plot.biroc Plot an ROC curve
plot.buildROC Plot the building procedure of the ROC curve
plot.buildROC.biroc 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.funregions Plot the transformation function used for the marker
plot.funregions.hroc Plot the transformation function used for the marker
plot.groc Plot an ROC curve
plot.hroc Plot an ROC curve
plot.multiroc Plot an ROC curve
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
plot_densities Plot density function estimates for controls and cases
plot_densityROC Plot standard smooth ROC curve estimate
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.biroc Print an ROC curve object
print.groc Print an ROC curve object
print.hroc Print an ROC curve object
print.multiroc Print an ROC curve object