funModeling (version 1.8)

mplot_splits: Split and compare quantiles plot

Description

This function lets us split and compare quantiles on a given prediction to compare different categorical values vs scores grouped by equal sized buckets.

Usage

mplot_splits(tag, score, splits = 5, subtitle = NA, model_name = NA,
  save = FALSE, subdir = NA, file_name = "viz_splits.png")

Arguments

tag

Vector. Real known label

score

Vector. Predicted value or model's result

splits

Integer. Numer of separations to plot

subtitle

Character. Subitle to show in plot

model_name

Character. Model's name

save

Boolean. Save output plot into working directory

subdir

Character. Sub directory on which you wish to save the plot

file_name

Character. File name as you wish to save the plot

See Also

Other Machine Learning: ROC, mplot_cuts_error, mplot_cuts, mplot_density, mplot_full, mplot_lineal, mplot_metrics, mplot_roc

Other Visualization: mplot_cuts_error, mplot_cuts, mplot_density, mplot_full, mplot_lineal, mplot_metrics, mplot_roc, theme_lares2, theme_lares