Visualize the decile wise event rate.
blr_decile_capture_rate( gains_table, xaxis_title = "Decile", yaxis_title = "Capture Rate", title = "Capture Rate by Decile", bar_color = "blue", text_size = 3.5, text_vjust = -0.3, print_plot = TRUE )
gains_table | An object of class |
---|---|
xaxis_title | X axis title. |
yaxis_title | Y axis title. |
title | Plot title. |
bar_color | Bar color. |
text_size | Size of the bar labels. |
text_vjust | Vertical justification of the bar labels. |
print_plot | logical; if |
Other model validation techniques:
blr_confusion_matrix()
,
blr_decile_lift_chart()
,
blr_gains_table()
,
blr_gini_index()
,
blr_ks_chart()
,
blr_lorenz_curve()
,
blr_roc_curve()
,
blr_test_hosmer_lemeshow()
model <- glm(honcomp ~ female + read + science, data = hsb2, family = binomial(link = 'logit')) gt <- blr_gains_table(model) blr_decile_capture_rate(gt)