aito.client.responses.query_api_response.EvaluateResponse¶
-
class
aito.client.responses.query_api_response.
EvaluateResponse
(json: Dict)¶ Bases:
aito.client.responses.aito_response.BaseResponse
Response of the Evaluate query
- Parameters
json (Dict) – the original JSON response of the request
Methods
create a class object from a JSON deserialized object
from_json_string
(json_string, **kwargs)create an class object from a JSON string
the JSON schema of the class
json_schema_validate
(obj)Validate an object with the class json_schema Returns the object if validation success, else raise
JsonValidationError
json_schema_validate_with_schema
(obj, schema)Validate an object with the given schema
convert the object to an object that can be serialized to a JSON formatted string
to_json_string
(**kwargs)convert the object to a JSON string
Attributes
test evaluation accuracy
the original JSON response of the request
the number of entries in the table that was used as test set
the number of entries in the table that was used to train Aito during evaluation
-
property
accuracy
¶ test evaluation accuracy
- Return type
float
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classmethod
from_deserialized_object
(obj: Any)¶ create a class object from a JSON deserialized object
-
classmethod
from_json_string
(json_string: str, **kwargs)¶ create an class object from a JSON string
- Parameters
json_string (str) – the JSON string
kwargs – the keyword arguments for json.loads method
-
property
json
¶ the original JSON response of the request
- Return type
Dict
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classmethod
json_schema
()¶ the JSON schema of the class
- Return type
Dict
-
classmethod
json_schema_validate
(obj: Any)¶ Validate an object with the class json_schema Returns the object if validation success, else raise
JsonValidationError
- Parameters
obj (Any) – the object to be validated
- Returns
the object if validation succeed
- Return type
Any
-
json_schema_validate_with_schema
(obj: Any, schema: Dict)¶ Validate an object with the given schema
- Parameters
obj (Any) – the object to be validated
schema (Dict) – the schema to be validate against
- Returns
the object if validation succeed
- Return type
Any
-
property
test_sample_count
¶ the number of entries in the table that was used as test set
- Return type
int
-
to_json_serializable
()¶ convert the object to an object that can be serialized to a JSON formatted string
-
to_json_string
(**kwargs)¶ convert the object to a JSON string
- Parameters
kwargs – the keyword arguments for json.dumps method
- Return type
str
-
property
train_sample_count
¶ the number of entries in the table that was used to train Aito during evaluation
- Return type
int