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OpenML Extension for RapidMiner

Installation

  1. Install RapidMiner Studio (e.g. with educational license)
  2. Install Java JDK 1.8 or higher
  3. Clone/download this repo
  4. Execute ./gradlew installExtension from inside the "OpenmlConnector" folder installing connector

Usage

  1. Open RapidMiner Studio and find the OpenML operators in the "Extensions" operator folder. openml operators
  2. Use the "Download Openml task" to download a task with a certain id.
  3. Create a connection with "OpenML connection"
  • Set the url parameter to "https://www.openml.org/"
  • Set the API key parameter to your API key (can be found on your OpenML profile page) openmlconnection opeml credentials
  1. Link that to the "Execute Openml task" operator, which is a subprocess.
  • Double click it and add your process in there model operator
  1. Upload the results using the "Upload Openml task" operator with the same connection