Conformal Prediction and Uncertainty Quantification

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Documentation for package ‘predictset’ version 0.3.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

conformal_aci	Adaptive Conformal Inference
conformal_aps	Adaptive Prediction Sets
conformal_class_split	Split Conformal Prediction Sets for Classification
conformal_compare	Compare Conformal Prediction Methods
conformal_cqr	Conformalized Quantile Regression
conformal_cv	CV+ Conformal Prediction Intervals
conformal_jackknife	Jackknife+ Conformal Prediction Intervals
conformal_lac	Least Ambiguous Classifier Prediction Sets
conformal_mondrian	Mondrian Conformal Prediction Intervals (Group-Conditional)
conformal_mondrian_class	Mondrian Conformal Prediction Sets for Classification
conformal_pvalue	Conformal P-Values
conformal_raps	Regularized Adaptive Prediction Sets
conformal_split	Split Conformal Prediction Intervals
conformal_weighted	Weighted Conformal Prediction Intervals
coverage	Empirical Coverage Rate
coverage.predictset_class	Empirical Coverage Rate
coverage.predictset_reg	Empirical Coverage Rate
coverage_by_bin	Empirical Coverage by Prediction Bin
coverage_by_group	Empirical Coverage by Group
interval_width	Prediction Interval Widths
make_model	Create a Model Specification for Conformal Prediction
plot.predictset_aci	Plot Method for ACI Objects
plot.predictset_class	Plot Method for Classification Conformal Objects
plot.predictset_reg	Plot Method for Regression Conformal Objects
predict.predictset_class	Predict Method for Classification Conformal Objects
predict.predictset_reg	Predict Method for Regression Conformal Objects
print.predictset_aci	Print Method for ACI Objects
print.predictset_class	Print Method for Classification Conformal Objects
print.predictset_model	Print Method for Model Specifications
print.predictset_reg	Print Method for Regression Conformal Objects
set_size	Prediction Set Sizes
summary.predictset_class	Summary Method for Classification Conformal Objects
summary.predictset_reg	Summary Method for Regression Conformal Objects