Predictions

The following sections describe the components to making predictions in DataRobot:

• Generate predictions: Initiate a prediction job with the Model.request_predictions object. This method can use either a training dataset or predictions dataset for scoring.
• Batch predictions: Score large sets of data with batch predictions. You can define jobs and their schedule.
• Prediction API: Use DataRobot’s Prediction API. to make predictions on both a dedicated and/or a standalone prediction server.
• Scoring Code: Qualifying models allow you to export Scoring Code and use DataRobot-generated models outside of the platform

• Predictions
  • Training predictions
• Batch Predictions
  • Scoring local CSV files
  • Scoring from and to S3
  • Scoring from and to Azure Cloud Storage
  • Scoring from and to Google Cloud Platform
  • Wiring a Batch Prediction Job manually
  • Copying a previously submitted job
  • Scoring an in-memory Pandas DataFrame
  • Batch Prediction Job Definitions
  • Job Definitions
  • Executing a job definition
  • The Schedule payload