RDDMConfig#
- class frouros.detectors.concept_drift.streaming.statistical_process_control.RDDMConfig(warning_level: float = 1.773, drift_level: float = 2.258, max_concept_size: int = 40000, min_concept_size: int = 7000, max_num_instances_warning: int = 1400, min_num_instances: int = 129)#
RDDM (Reactive Drift detection method) [barros2017rddm] configuration.
- References:
[barros2017rddm]Barros, Roberto SM, et al. “RDDM: Reactive drift detection method.” Expert Systems with Applications 90 (2017): 344-355.
- property max_concept_size: int#
Maximum size of a concept property.
- Returns:
maximum size of a concept
- Return type:
int
- property min_concept_size: int#
Minimum size of a concept property.
- Returns:
minimum size of a concept
- Return type:
int
- property max_num_instances_warning: int#
Maximum number of instances at warning level property.
- Returns:
maximum number of instances at warning level
- Return type:
int
- property drift_level: float#
Drift level property.
- Returns:
drift level to use in detecting drift
- Return type:
float
- property min_num_instances: int#
Minimum number of instances property.
- Returns:
minimum number of instances to start looking for changes
- Return type:
int
- property warning_level: float#
Warning level property.
- Returns:
warning level to use in detecting drift
- Return type:
float