KSWINConfig#
- class frouros.detectors.concept_drift.streaming.window_based.KSWINConfig(alpha: float = 0.0001, seed: Optional[int] = None, min_num_instances: int = 100, num_test_instances: int = 30)#
KSWIN (Kolmogorov-Smirnov Windowing) [raab2020reactive] configuration.
- References:
[raab2020reactive]Raab, Christoph, Moritz Heusinger, and Frank-Michael Schleif. “Reactive soft prototype computing for concept drift streams.” Neurocomputing 416 (2020): 340-351.
- property alpha: float#
Significance value property.
- Returns:
significance value
- Return type:
float
- property num_test_instances: int#
Number of tests instances property.
- Returns:
number of tests instances to be used by the statistical test
- Return type:
int
- property min_num_instances: int#
Minimum number of instances property.
- Returns:
minimum number of instances to start looking for changes
- Return type:
int