CreateDerivedFeatures: Derived Features
In datarobot: 'DataRobot' Predictive Modeling API

CreateDerivedFeatures

R Documentation

Derived Features

Description

These functions request that new features be created as transformations of existing features and wait for the new feature to be created.

Usage

CreateDerivedFeatureAsCategorical(
  project,
  parentName,
  name = NULL,
  dateExtraction = NULL,
  replacement = NULL,
  maxWait = 600
)

CreateDerivedFeatureAsText(
  project,
  parentName,
  name = NULL,
  dateExtraction = NULL,
  replacement = NULL,
  maxWait = 600
)

CreateDerivedFeatureAsNumeric(
  project,
  parentName,
  name = NULL,
  dateExtraction = NULL,
  replacement = NULL,
  maxWait = 600
)

CreateDerivedFeatureIntAsCategorical(
  project,
  parentName,
  name = NULL,
  dateExtraction = NULL,
  replacement = NULL,
  maxWait = 600
)

Arguments

`project`	character. Either (1) a character string giving the unique alphanumeric identifier for the project, or (2) a list containing the element projectId with this identifier.
`parentName`	The name of the parent feature.
`name`	The name of the new feature.
`dateExtraction`	dateExtraction: The value to extract from the date column: 'year', 'yearDay', 'month', 'monthDay', 'week', or 'weekDay'. Required for transformation of a date column. Otherwise must not be provided.
`replacement`	The replacement in case of a failed transformation. Optional.
`maxWait`	The maximum time (in seconds) to wait for feature creation.