plotLift: Plots lifts from getLift function

In danielfm123/dftools: Data Science Tools

Description

Plots lifts from getLift function

Usage

plotLift(
  lifts = list(),
  ...,
  cuts = c(5, 15),
  value = "response_rate",
  independient = "percentil",
  level_line = T
)

Arguments

lifts	named list with lifts from getLift
...	lifts from getLift
cuts	points to show exact value of lifts
value	column to be ploted, cum_lift, lift, cum_response, response
independient	independient value of the plot, can be 'percentil' or 'mean_score'
level_line	should shouw the average responce rate? TRUE or FALSE

Author(s)

Daniel Fischer

Examples

score1 = runif(1000)
response1 = (score1 + rnorm(1000,0,0.1)) > 0.5
lift1 = getLift(score1,response1)
score2 = runif(1000)
response2 = (score2 + rnorm(1000,0,0.3)) > 0.5
lift2 = getLift(score2,response2)
lifts = list(model1 = lift1, model2 = lift2)
plotLift(lifts)
#or
plotLift(model1 = lift1, model2 = lift2) 

danielfm123/dftools documentation built on July 17, 2021, 1 p.m.