tfdf.inspector.Evaluation

Evaluation of a model.

tfdf.inspector.Evaluation(
    num_examples=None,
    accuracy=None,
    loss=None,
    rmse=None,
    ndcg=None,
    aucs=None,
    auuc=None,
    qini=None
)

Attributes
num_examples	A namedtuple alias for field number 0
accuracy	A namedtuple alias for field number 1
loss	A namedtuple alias for field number 2
rmse	A namedtuple alias for field number 3
ndcg	A namedtuple alias for field number 4
aucs	A namedtuple alias for field number 5
auuc	A namedtuple alias for field number 6
qini	A namedtuple alias for field number 7

Methods

to_dict

View source

to_dict() -> Dict[str, Union[int, float, List[float]]]

Convert the object into a dictionary of values.