calibrationCurve: Calculate data for calibration curve, called by...

In difuture-lmu/dsBinVal: ROC and Calibration Analysis for DataSHIELD

Calculate data for calibration curve, called by dsCalibrationCurve

Description

This function calculates a vector of values for the calibration curve.

Usage

calibrationCurve(
  truth_name,
  prob_name,
  nbins = 10L,
  remove_critical_bins = TRUE
)

Arguments

truth_name	('character(1L)') Character containing the name of the vector of 0-1-values encoded as integer or numeric.
prob_name	('character(1L)') Character containing the name of the vector of probabilities.
nbins	('integer(1L)') Number of bins between 0 and 1 (default is 10).
remove_critical_bins	('logical(1L)') Just remove critical bins and return just bins with 'length(bin) > n_critical'.

Value

Brier score and number of values used as weights for later aggregation.

Author(s)

Daniel S.

difuture-lmu/dsBinVal documentation built on Oct. 9, 2024, 8:43 a.m.