Quantiles can be defined as an array of cut points (e.g., [0.25, 0.5, 0.75]) or as a number indicating the desired number of bins. Each bin can optionally be assigned a label.

Usage

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

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").

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).