reliability_diagramm {CalibratR}

reliability_diagramm

Description

Reliability curves allow checking if the predicted probabilities of a

Usage

reliability_diagramm(actual, predicted, bins = 10, plot_rd = TRUE)

Arguments

actual

vector of observed class labels (0/1)

predicted

vector of uncalibrated predictions

bins

number of bins in the reliability diagram, Default: 10

plot_rd

should the reliability diagram be plotted, Default: TRUE

Value

a list object containing the following elements

calibration_error

discrimination_error

rd_breaks

histogram_plot

diagram_plot

mean_pred_per_bin

accuracy_per_bin

freq_per_bin

sign

See Also

ggplot,stat_bin,aes,scale_fill_manual,theme,labs,geom_point,xlim,ylim,geom_abline,geom_line,geom_text,geom_label,coord_fixed