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Note that for each possible kind parameter ("significantTerms", "sequential", or "originals"), this step has different configuration options. See subsections below for more details.

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Usage

The following examples show how the step can be used in a recipe.

Examples

  • Example 1
  • Example 2
  • Signature
configure_category_labels(ds.cluster, { "kind": "originals" })

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Inputs & Outputs

The following are the inputs expected by the step and the outputs it produces. These are generally columns (ds.first_name), datasets (ds or ds[["first_name", "last_name"]]) or models (referenced by name e.g. "churn-clf").
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column
column[category]
required
Column to be configured.

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Configuration

The following parameters can be used to configure the behaviour of the step by including them in a json object as the last “input” to the step, i.e. step(..., {"param": "value", ...}) -> (output).

Parameters

  • Significant Terms
  • Sequential
  • Originals
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kind
string
default:"significantTerms"
required
Label categories with significant terms.
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column
string
required
Significant terms column. This column’s significant terms will be shown as category labels.
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order
string
required
In what order to show the categories.Values must be one of the following:
  • BACKGROUND
  • FOREGROUND
  • UPLIFT
  • TFIDF
  • ORDINAL
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