getECE {CalibratR}

getECE

Description

Expected Calibration Error (ECE); the model is divided into 10 equal-width bins (default) and the mean of the observed (0/1) vs. mean of predicted is calculated per bin, weighted by emperical frequency of elements in bin i

Usage

getECE(actual, predicted, n_bins = 10)

Arguments

actual

vector of observed class labels (0/1)

predicted

vector of uncalibrated predictions

n_bins

number of bins of the underlying equal-frequency histogram, Default: 10

Value

equal-frequency ECE value