Construct a Bucketized Column

Construct a bucketized column, representing discretized dense input. Buckets include the left boundary, and exclude the right boundary.

column_bucketized(source_column, boundaries)

Arguments

source_column

A one-dimensional dense column, as generated by column_numeric().
boundaries

A sorted list or list of floats specifying the boundaries.

Value

A bucketized column.

Raises

  • ValueError: If source_column is not a numeric column, or if it is not one-dimensional.

  • ValueError: If boundaries is not a sorted list or list.

See also

Other feature column constructors: column_categorical_weighted, column_categorical_with_hash_bucket, column_categorical_with_identity, column_categorical_with_vocabulary_file, column_categorical_with_vocabulary_list, column_crossed, column_embedding, column_numeric, input_layer