model_prediction module

ModelPrediction

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

Parameters

• **data: Any

Bases

• pydantic.main.BaseModel

• pydantic.utils.Representation

Class variables

• Config

• anomaly_scores: List[List[float]] | None

• end_ms: float

• f1_score: float | None

• label: pydantic.types.StrictStr | None

• prediction: pydantic.types.StrictStr

• prediction_correct: pydantic.types.StrictBool | None

• sample_id: pydantic.types.StrictInt

• start_ms: float

Static methods

from_dict

Create an instance of ModelPrediction from a dict

Parameters

• obj: dict

Return

edgeimpulse_api.models.model_prediction.ModelPrediction

from_json

Create an instance of ModelPrediction from a JSON string

Parameters

• json_str: str

Return

edgeimpulse_api.models.model_prediction.ModelPrediction

Methods

to_dict

Returns the dictionary representation of the model using alias

Parameters

• self

to_json

Returns the JSON representation of the model using alias

Parameters

• self

• indent=None

Return

str

to_str

Returns the string representation of the model using alias

Parameters

• self

Return

str