Specify a drift detector — drift_detector • deriva

Creates an inert detector specification (analogous to a parsnip model spec). Nothing is computed until fit() is called on a baseline period.

Usage

drift_detector(method = "ddm", ...)

Arguments

method: Name of a registered detection method, e.g. "ddm".
...: Method hyperparameters overriding the defaults (e.g. min_instances = 50 for "ddm"). Unknown parameters error.

Value

A drift_detector specification object.

Examples

drift_detector("ddm", min_instances = 50)
#> Drift Detector Specification (ddm)
#>   min_instances: 50
#>   warning_level: 2
#>   out_control_level: 3