UnivariateChangePointDetectionResult Class

The response of change point detection.

Readonly variables are only populated by the server, and will be ignored when sending a request.

Inheritance

azure.ai.anomalydetector._model_base.Model

UnivariateChangePointDetectionResult

Constructor

UnivariateChangePointDetectionResult(*args: Any, **kwargs: Any)

Variables

Name	Description
period	int Frequency extracted from the series, zero means no recurrent pattern has been found.
is_change_point	list[bool] isChangePoint contains change point properties for each input point. True means an anomaly either negative or positive has been detected. The index of the array is consistent with the input series.
confidence_scores	list[float] the change point confidence of each point.

Methods

clear
copy
get
items
keys
pop
popitem
setdefault
update
values

clear

clear() -> None

copy

copy()

get

get(key: str, default: Any = None) -> Any

Parameters

Name	Description
key Required
default	Default value: None

items

items() -> ItemsView

keys

keys() -> KeysView

pop

pop(key: ~typing.Any, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

popitem

popitem() -> Tuple[str, Any]

setdefault

setdefault(key: ~typing.Any, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

update

update(*args: Any, **kwargs: Any) -> None

values

values() -> ValuesView

Attributes

confidence_scores

the change point confidence of each point.

confidence_scores: List[float] | None

is_change_point

isChangePoint contains change point properties for each input point. True means an anomaly either negative or positive has been detected. The index of the array is consistent with the input series.

is_change_point: List[bool] | None

period

Frequency extracted from the series, zero means no recurrent pattern has been found.

period: int | None