Class NumericTransformation (1.144.0)

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

Training pipeline will perform following transformation functions.

• The value converted to float32.

• The z_score of the value.

• log(value+1) when the value is greater than or equal to 0. Otherwise, this transformation is not applied and the value is considered a missing value.

• z_score of log(value+1) when the value is greater than or equal to

  1. Otherwise, this transformation is not applied and the value is considered a missing value.

• A boolean value that indicates whether the value is valid.

Methods

NumericTransformation

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

Training pipeline will perform following transformation functions.

• The value converted to float32.

• The z_score of the value.

• log(value+1) when the value is greater than or equal to 0. Otherwise, this transformation is not applied and the value is considered a missing value.

• z_score of log(value+1) when the value is greater than or equal to

  1. Otherwise, this transformation is not applied and the value is considered a missing value.

• A boolean value that indicates whether the value is valid.

NumericTransformation

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

Training pipeline will perform following transformation functions.

• The value converted to float32.

• The z_score of the value.

• log(value+1) when the value is greater than or equal to 0. Otherwise, this transformation is not applied and the value is considered a missing value.

• z_score of log(value+1) when the value is greater than or equal to

  1. Otherwise, this transformation is not applied and the value is considered a missing value.

• A boolean value that indicates whether the value is valid.