calculate_distance: Calculate Non-Intersection Distance

In drifter: Concept Drift and Concept Shift Detection for Predictive Models

Description

Calculate Non-Intersection Distance

Usage

calculate_distance(variable_old, variable_new, bins = 20)

Arguments

variable_old	variable from 'old' data
variable_new	variable from 'new' data
bins	continuous variables are discretized to 'bins' intervals of equal size

Value

Non-Intersection Distance

Examples

calculate_distance(rnorm(1000), rnorm(1000))
calculate_distance(rnorm(1000), runif(1000))

Example output

[1] 0.056
[1] 0.616

drifter documentation built on May 31, 2019, 5:04 p.m.