MODULE REFERENCE
classifiers
anomx.models.base.classifiersClassifier base contract.
Classifiers assign detected anomalies to categories — either configured target groups or clusters discovered from projections (PCA / t-SNE) when the target groups are unknown. Human feedback flows back into them.
classView source ↗
Classifier
ClassifierBases: BaseComponent, ABC
Assign detected anomalies to categories.
Members
component_typeattribute
component_type = 'classifier'capabilitiesattribute
capabilities: ClassVar[ComponentCapabilities] = ComponentCapabilities(requires_training=False, requires_labels=False)classifymethod
classify(events: Any, *, feedback: Any | None = None) -> AnyReturn events enriched with category assignments.
| Parameter | Type | Default |
|---|---|---|
events | Any | required |
feedbackkeyword only | Any | None | None |
Returns Any
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