Discrimination

Discrimination curves, score distributions, and residual views.

Generic discrimination curve from confusion artifacts
Aliases: visualize.evaluate.discrimination.curve, visualize$evaluate$discrimination$curve
ROC curves for discrimination results
Aliases: visualize.evaluate.roc, visualize$evaluate$discrimination$roc
Precision-recall curves for discrimination results
Aliases: visualize.evaluate.pr, visualize$evaluate$discrimination$pr
Threshold confusion summary curves
Aliases: visualize.evaluate.confusion, visualize$evaluate$discrimination$confusion
Distribution plots from discrimination artifacts
Aliases: visualize.evaluate.distribution, visualize$evaluate$discrimination$distribution
Predicted vs observed scatter for continuous outcomes
Aliases: visualize.evaluate.predicted.vs.observed, visualize$evaluate$discrimination$predicted.vs.observed
Residual diagnostics for continuous outcomes
Aliases: visualize.evaluate.residuals, visualize$evaluate$discrimination$residuals
Forest plot for one evaluation metric
Aliases: visualize.evaluate.forest, visualize$evaluate$discrimination$forest