recipe

recipe(options): Recipe

Defined in: ds/src/ml/recipe.js:71

Create a preprocessing recipe

Factory function to create a new Recipe instance. The recipe defines a sequence of preprocessing operations that will be applied to data.

Parameters

options

Initial data descriptor

data

any[]

Input data as array of objects

X

string | string[]

Feature column names

y

string

Target column name

Returns

Recipe

A recipe object for chaining preprocessing steps

Example

const recipe = ds.ml.recipe({
  data: penguins,
  X: ['bill_length', 'bill_depth', 'flipper_length'],
  y: 'species'
});