reliability_diagramm function

reliability_diagramm

Reliability curves allow checking if the predicted probabilities of a

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

Returns

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