dfr_adwin {heimdall}

ADWIN method

Description

Adaptive Windowing method for concept drift detection doi:10.1137/1.9781611972771.42.

Usage

dfr_adwin(target_feat, delta = 0.002)

Arguments

target_feat

Feature to be monitored.

delta

The significance parameter for the ADWIN algorithm.

Value

dfr_adwin object

Examples

#Use the same example of dfr_cumsum changing the constructor to:
#model <- dfr_adwin(target_feat='serie')