filter_range
Filter rows based on the numeric values in a given column.
Keeps or drops rows where numeric values fall within a desired range, i.e. are greater than a certain minimum, and/or smaller than a maximum value.
Usage
The following examples show how the step can be used in a recipe.
The following example creates a new dataset including only those rows whose satisfaction_level is between 0.6 and 0.9 (inclusive).
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).
Name of the column to apply the filter to.
If true, values within the specified range will be excluded from the resulting dataset.
Maximum value in the selected column to pass the filter (to be included).
Either this or the min parameter must be specified.
Minimum value in the selected column to pass the filter (to be included).
Either this or the max parameter must be specified.
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