with_mean
and with_std
parameters.
Usage
The following examples show how the step can be used in a recipe.Examples
Examples
- Example 1
- Example 2
- Signature
To normalize using both mean and standard deviation:
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
A numeric column to normalize.
Outputs
Outputs
A numeric column containing the normalized value.
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)
.