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The DateTimeFeaturizer returns string-valued features for month and day of week. These are useful features but the string values necessitate having an encoder downstream in the pipeline. The DateTimeFeaturizer should handle the encoding and provide a mapping so users know how the encoding happened.
freddyaboulton
changed the title
DateTimeFeaturizer Should Return Integer-valued columns
DateTimeFeaturizer should return integer-valued features
Nov 30, 2020
The
DateTimeFeaturizer
returns string-valued features for month and day of week. These are useful features but the string values necessitate having an encoder downstream in the pipeline. TheDateTimeFeaturizer
should handle the encoding and provide a mapping so users know how the encoding happened.Proposed output:
New api method:
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