qcut: Compute the quantiles

In thoera/metrics: Metrics for Classification Tasks

Description

Compute the quantiles.

Usage

qcut(data, prob = "prob", nb_quantiles = 20L)

Arguments

data	A dataframe with the probabilities for the positive class.
prob	A string (default = "prob"). The column's name of the predicted probabilities.
nb_quantiles	An integer (default = 20). The number of quantiles to compute.

Value

A dataframe with the quantiles computed.

See Also

compute_lift, draw_lift

Examples

data <- data.frame(
  obs = c(rep("Yes", 20), rep("No", 20)),
  prob = c(runif(n = 20, min = 0.3, max = 0.8),
           runif(n = 20, min = 0.1, max = 0.6))
)

quantiles <- qcut(data, prob = "prob")

thoera/metrics documentation built on Nov. 20, 2019, 2:01 p.m.