BatchFeaturesTypeTransform: Create new features by transforming the type of an existing...

In datarobot: 'DataRobot' Predictive Modeling API

Create new features by transforming the type of an existing ones.

Description

Supports feature transformations, including:

• text to categorical

• text to numeric

• categorical to text

• categorical to numeric

• numeric to categorical

Usage

BatchFeaturesTypeTransform(
  project,
  parentNames,
  variableType,
  prefix = NULL,
  suffix = 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.
parentNames	character. Character vector of variable names to be transformed.
variableType	character. The new type that the columns should be converted to. See VariableTransformTypes.
prefix	character. Optional. The string to preface all the transformed features. Either prefix or suffix or both must be provided.
suffix	character. Optional. The string that will be appended at the end to all the transformed features. Either prefix or suffix or both must be provided.
maxWait	integer. Optional. The maximum amount of time (in seconds) to wait for DataRobot to finish processing the new column before providing a timeout error.

Value

a list of all the features, after transformation. See GetFeaturelist for details.

Examples

## Not run: 
  projectId <- "59a5af20c80891534e3c2bde"
  BatchFeaturesTypeTransform(projectId,
                             parentNames = c("var1", "var2"),
                             variableType = VariableTransformTypes$Categorical,
                             suffix = "_transformed")

## End(Not run)

datarobot documentation built on May 29, 2024, 4:36 a.m.