Venn-Abers Classification and Regression Calibration

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Documentation for package ‘vennabers’ version 1.0.0

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

Help Pages

vennabers-package	Venn-Abers Classification and Regression Calibration
brier_score	Score Classification Probabilities
calibrated_workflow	Train a Calibrated Classification or Regression Workflow
calibrate_workflow	Calibrate a Frozen Workflow
calibration_plot	Plot Classification Probability Calibration
corp_decomposition_plot	Assess Calibration with CORP Reliability Diagrams
corp_plot	Assess Calibration with CORP Reliability Diagrams
cross_venn_abers	Fit a Binary or Multiclass Cross Venn-Abers Calibrator
cross_venn_abers_regression	Manual Cross Venn-Abers Regression with Matched Fold Models
local_calibration_splits	Resolve Prepared Local Calibration Splits
log_loss	Score Classification Probabilities
model_adapter	Own Fit and Predict Functions as a Workflow Model
plot.cross_venn_abers	Plot the Calibration Map of a Fitted Venn-Abers Calibrator
plot.cross_venn_abers_regression	Plot the Calibration Map of a Fitted Venn-Abers Calibrator
plot.vennabers_fit	Plot the Calibration Map of a Fitted Venn-Abers Calibrator
plot.venn_abers	Plot the Calibration Map of a Fitted Venn-Abers Calibrator
plot.venn_abers_regression	Plot the Calibration Map of a Fitted Venn-Abers Calibrator
predict.cross_venn_abers	Predict with Matched Fold-Model Probabilities
predict.cross_venn_abers_regression	Manual Cross Venn-Abers Regression with Matched Fold Models
predict.vennabers_frozen	Calibrate a Frozen Workflow
predict.vennabers_workflow	Train a Calibrated Classification or Regression Workflow
predict.venn_abers	Predict with a Venn-Abers Calibrator
predict.venn_abers_regression	Moderated Inductive Venn-Abers Regression
predict._vennabers_fit	Train a Calibrated Classification or Regression Workflow
print.cross_venn_abers	Print a Cross Venn-Abers Calibrator
print.vennabers_frozen	Calibrate a Frozen Workflow
print.venn_abers	Print a Venn-Abers Calibrator
regression_plot	Assess Regression Predictions on Held-Out Pairs
vennabers	Venn-Abers Classification and Regression Calibration
vennabers_examples	Find and Run Venn-Abers Example Scripts
venn_abers	Fit an Inductive Venn-Abers Calibrator
venn_abers_decode	Reversible Names for Calibrated Workflows
venn_abers_details	Inspect Calibrated Workflow Predictions
venn_abers_encode	Reversible Names for Calibrated Workflows
venn_abers_one_hot	One-Hot Matrices of Class Decisions
venn_abers_regression	Moderated Inductive Venn-Abers Regression
venn_abers_schema	Reversible Names for Calibrated Workflows
venn_abers_tuning	Inspect Classification or Regression Grid or Bayes Selection
workflow_postprocessing	Postprocessing Before Workflow Calibration
workflow_training	Calibrated Workflow Training Reference