Target Leakage

Target Leakage

Find and Eliminate Target Leakage

About this Mission

In this mission, you will learn how to recognize potential sources of target leakage throughout your project:

  • Data collection
  • Feature engineering
  • Data partitioning
  • Model training and tuning

Note: The hands-on activities assume that you have access to DataRobot. If you are not yet a DataRobot customer, you can request a free trial of the product here: datarobot.com/lp/trial

 

Action Plan1 hr 30 min

  • Target Leakage 1 hr 30 min
  • Resources
  • Target Leakage Checklist and Additional Resources

About this Mission

In this mission, you will learn how to recognize potential sources of target leakage throughout your project:

  • Data collection
  • Feature engineering
  • Data partitioning
  • Model training and tuning

Note: The hands-on activities assume that you have access to DataRobot. If you are not yet a DataRobot customer, you can request a free trial of the product here: datarobot.com/lp/trial

 

Action Plan1 hr 30 min

  • Target Leakage 1 hr 30 min
  • Resources
  • Target Leakage Checklist and Additional Resources