kind parameter ("significantTerms", "sequential", or "originals"), this step has different configuration options. See subsections below for more details.
Usage
The following examples show how the step can be used in a recipe.Examples
Examples
- Example 1
- Example 2
- Signature
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").
Inputs
Inputs
column[category]
required
Column to be configured.
Outputs
Outputs
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
Parameters
- Significant Terms
- Sequential
- Originals
string
default:"significantTerms"
required
Label categories with significant terms.
string
required
Significant terms column.
This column’s significant terms will be shown as category labels.
string
required
In what order to show the categories.Values must be one of the following:
BACKGROUNDFOREGROUNDUPLIFTTFIDFORDINAL