configure_category_labels
Configures the labels generated for each category.
Note that for each possible 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
E.g., to show sequentially numbered labels with the “cluster” prefix (cluster-1, cluster-2 etc.), use:
General syntax for using the step in a recipe. Shows the inputs and outputs the step is expected to receive and will produce respectively. For futher details see sections below.
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 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
Label categories with significant terms.
Significant terms column. This column’s significant terms will be shown as category labels.
In what order to show the categories.
Values must be one of the following:
BACKGROUNDFOREGROUNDUPLIFTTFIDFORDINAL
Label categories with significant terms.
Significant terms column. This column’s significant terms will be shown as category labels.
In what order to show the categories.
Values must be one of the following:
BACKGROUNDFOREGROUNDUPLIFTTFIDFORDINAL
Label categories sequentially (1..N).
String that will be placed at the beginning of each label.
Use column’s original labels.