mplot_cuts_error: Cuts by quantiles on absolute and percentual errors plot

In lares: Analytics & Machine Learning Sidekick

Cuts by quantiles on absolute and percentual errors plot

Description

This function cuts by quantiles on absolute and percentual errors

Usage

mplot_cuts_error(
  tag,
  score,
  splits = 10,
  title = NA,
  model_name = NA,
  save = FALSE,
  subdir = NA,
  file_name = "viz_ncuts_error.png"
)

Arguments

tag	Vector. Real known label.
score	Vector. Predicted value or model's result.
splits	Integer. Number of separations to plot
title	Character. Title 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

Value

Plot with error results by cuts.

See Also

Other ML Visualization: mplot_conf(), mplot_cuts(), mplot_density(), mplot_full(), mplot_gain(), mplot_importance(), mplot_lineal(), mplot_metrics(), mplot_response(), mplot_roc(), mplot_splits(), mplot_topcats()

Examples

Sys.unsetenv("LARES_FONT") # Temporal
data(dfr) # Results for AutoML Predictions
head(dfr$regr)
mplot_cuts_error(dfr$regr$tag, dfr$regr$score,
  model_name = "Titanic Fare Model"
)

lares documentation built on Sept. 13, 2024, 1:08 a.m.