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PatientLevelPrediction (version 4.3.10)

getCalibration: Get a sparse summary of the calibration

Description

Get a sparse summary of the calibration

Usage

getCalibration(prediction, numberOfStrata = 10, truncateFraction = 0.01)

Arguments

prediction

A prediction object as generated using the predict functions.

numberOfStrata

The number of strata in the plot.

truncateFraction

This fraction of probability values will be ignored when plotting, to avoid the x-axis scale being dominated by a few outliers.

Value

A dataframe with the calibration summary

Details

Generates a sparse summary showing the predicted probabilities and the observed fractions. Predictions are stratefied into equally sized bins of predicted probabilities.