MODULE REFERENCE
threshold
anomx.detection.detectors.thresholdThreshold-based detector component.
classView source ↗
ThresholdDetector
ThresholdDetector(config: dict[str, Any] | None = None)Bases: StaticThresholdDetector
Flag anomalies whenever a score column crosses a fixed threshold.
| Parameter | Type | Default |
|---|---|---|
config | dict[str, Any] | None | None |
Members
component_keyattribute
component_key = 'threshold'component_nameattribute
component_name = 'Threshold Detector'component_default_configattribute
component_default_config = {'source_column': 'zscore', 'threshold': 1.5}component_config_schemaattribute
component_config_schema = {'source_column': {'type': 'string'}, 'threshold': {'type': 'number'}}detectmethod
detect(predictions: Any) -> pd.DataFrame| Parameter | Type | Default |
|---|---|---|
predictions | Any | required |
Returns pd.DataFrame
Inherited members
is_component_abstractBaseComponentget_component_typeBaseComponentget_component_keyBaseComponentget_component_nameBaseComponentget_component_docsBaseComponentget_component_descriptionBaseComponentget_component_iconBaseComponentget_component_image_pathBaseComponentget_component_statusBaseComponentget_component_default_configBaseComponentget_component_config_schemaBaseComponentget_component_code_versionBaseComponentget_component_source_pathBaseComponentget_component_import_pathBaseComponentget_component_capabilitiesBaseComponentget_component_signatureBaseComponentget_component_parametersBaseComponentget_configBaseComponent