DownloadPredictionExplanations: Function to download and save prediction explanations rows as...

In datarobot: 'DataRobot' Predictive Modeling API

Function to download and save prediction explanations rows as csv file

Description

Function to download and save prediction explanations rows as csv file

Usage

DownloadPredictionExplanations(
  project,
  predictionExplanationId,
  filename,
  encoding = "UTF-8",
  excludeAdjustedPredictions = TRUE
)

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.
predictionExplanationId	character. Id of the prediction explanations.
filename	character. Filename of file to save prediction explanations rows
encoding	character. Optional. Character string A string representing the encoding to use in the output file, defaults to 'UTF-8'.
excludeAdjustedPredictions	logical. Optional. Set to FALSE to include adjusted predictions, which are predictions adjusted by an exposure column. This is only relevant for projects that use an exposure column.

Value

Logical TRUE and displays a message to the user if the delete request was successful; otherwise an error message is displayed.

Examples

## Not run: 
  projectId <- "59a5af20c80891534e3c2bde"
  modelId <- "5996f820af07fc605e81ead4"
  datasets <- ListPredictionDatasets(projectId)
  dataset <- datasets[[1]]
  datasetId <- dataset$id
  model <- GetModel(projectId, modelId)
  jobId <- RequestPredictionExplanations(model, datasetId)
  predictionExplanationId <- GetPredictionExplanationsMetadataFromJobId(projectId, jobId)$id
  file <- file.path(tempdir(), "testPredictionExplanation.csv")
  DownloadPredictionExplanations(projectId, predictionExplanationId, file)

## End(Not run)

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