Usage
binary_calibration_error(x, observed = NULL, bins = 10L)
Arguments
- x
A binary expected prediction or numeric probabilities.
- observed
Optional observed outcomes.
- bins
Number of equal-frequency bins.
Value
A one-row table with expected and maximum absolute calibration error.
Examples
binary_calibration_error(c(0.1, 0.8, 0.7, 0.2), c(0, 1, 1, 0), bins = 2)
#> n bins_requested bins_used expected_calibration_error
#> 1 4 2 2 0.2
#> maximum_calibration_error automatic_adequacy_verdict
#> 1 0.25 FALSE
