tfdf.builder.AdvancedArguments

Advanced control of the model building.

tfdf.builder.AdvancedArguments(
    disable_categorical_integer_offset_correction: bool = False,
    allow_slow_inference: bool = True
)

disable_categorical_integer_offset_correction Set to true when building manually a model with categorical integer features. Use false (default) in other cases, for example, when editing a TF-DF model or for models not using integer categorical features. Details: Yggdrasil Decision Forests reserves the value 0 of categorical integer features to the OOV item, so the value 0 cannot be used directly. If the disable_categorical_integer_offset_correction is true, a +1 offset might be applied before calling the inference code. This attribute should be disabled when creating manually a model with categorical integer features. Ultimately, Yggdrasil Decision Forests will support the value 0 as a normal value and this parameter will be removed. If disable_categorical_integer_offset_correction is false, this +1 offset is never applied.
allow_slow_inference If false, slow inference engines are not allowed. If the model is only available with the slow engine, an error is raised. If true, the fastest compatible inference engine (possibly the slow one) will be used.

Methods

__eq__

__eq__(
    other
)

allow_slow_inference True
disable_categorical_integer_offset_correction False