Feature API

Using FeatureType Enum

Python

from h2o_featurestore.core.entities.feature import FeatureType

Available FeatureType values:

• FeatureType.AUTOMATIC_DISCOVERY
• FeatureType.CATEGORICAL
• FeatureType.COMPOSITE
• FeatureType.NUMERICAL
• FeatureType.TEMPORAL
• FeatureType.TEXT

Feature statistics

Feature can have several feature types:

• TEXT
• CATEGORICAL
• NUMERICAL
• TEMPORAL
• COMPOSITE

For feature of type CATEGORICAL, categorical statistics are computed. For feature of type NUMERICAL, numerical statistics are computed.

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