CreateDerivedFeatures: Derived Features

CreateDerivedFeaturesR 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.

Value

Details for the created feature; same schema as the object returned from GetFeatureInfo.


datarobot documentation built on May 6, 2022, 5:06 p.m.