Package index

Regression Methods

conformal_split()

Split Conformal Prediction Intervals

conformal_cv()

CV+ Conformal Prediction Intervals

conformal_jackknife()

Jackknife+ Conformal Prediction Intervals

conformal_cqr()

Conformalized Quantile Regression

conformal_mondrian()

Mondrian Conformal Prediction Intervals (Group-Conditional)

conformal_weighted()

Weighted Conformal Prediction Intervals

Classification Methods

conformal_class_split()

Split Conformal Prediction Sets for Classification

conformal_aps()

Adaptive Prediction Sets

conformal_raps()

Regularized Adaptive Prediction Sets

conformal_lac()

Least Ambiguous Classifier Prediction Sets

conformal_mondrian_class()

Mondrian Conformal Prediction Sets for Classification

Sequential Methods

conformal_aci()

Adaptive Conformal Inference

Diagnostics

coverage()

Empirical Coverage Rate

coverage_by_group()

Empirical Coverage by Group

coverage_by_bin()

Empirical Coverage by Prediction Bin

interval_width()

Prediction Interval Widths

set_size()

Prediction Set Sizes

conformal_pvalue()

Conformal P-Values

conformal_compare()

Compare Conformal Prediction Methods

Model Interface

make_model()

Create a Model Specification for Conformal Prediction

Package

predictset predictset-package

predictset: Conformal Prediction and Uncertainty Quantification

S3 Methods

Plot, predict, print, and summary methods

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

summary(<predictset_class>)

Summary Method for Classification Conformal Objects

summary(<predictset_reg>)

Summary Method for Regression Conformal Objects