getCalibration: Get a sparse summary of the calibration

In hxia/plp-git-demo: Package for patient level prediction using data in the OMOP Common Data Model

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.

Details

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

Value

A dataframe with the calibration summary

hxia/plp-git-demo documentation built on March 19, 2021, 1:54 a.m.