calibrationCurve: Calculate data for calibration curve

In difuture-lmu/ds.calibration: Calculate calibration of a given model on DataSHIELD servers

Calculate data for calibration curve

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/ds.calibration documentation built on March 19, 2022, 11:50 a.m.