Class NumericArrayTransformation (1.144.0)

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NumericArrayTransformation(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Treats the column as numerical array and performs following transformation functions.

• All transformations for Numerical types applied to the average of the all elements.
• The average of empty arrays is treated as zero.

Attribute
Name	Description
invalid_values_allowed	bool If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid. Otherwise, the training pipeline will discard the input row from trainining data.

Methods

NumericArrayTransformation

NumericArrayTransformation(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Treats the column as numerical array and performs following transformation functions.

• All transformations for Numerical types applied to the average of the all elements.
• The average of empty arrays is treated as zero.

NumericArrayTransformation

NumericArrayTransformation(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Treats the column as numerical array and performs following transformation functions.

• All transformations for Numerical types applied to the average of the all elements.
• The average of empty arrays is treated as zero.