Evaluating Your Models

Evaluating Your Models

Use DataRobot tools to evaluate models.

About this Mission

It's crucial to understand how your model is making decisions. In this mission, you will examine the role of data quality and DataRobot tools for interpreting your model so that you can understand your data better and explain your models effectively.

Mission format and duration: self-paced, 1.5 hours

Upon completion of this mission, you will be able to: 

  • Hone your use of DataRobot tools for interpreting your models
  • Assess the performance of your models using lift charts, residuals, prediction probabilities, profit curves, cumulative charts, confusion matrices, and learning curves

Who should complete this mission?

  • Business Analysts
  • Citizen Data Scientists
  • Data Scientists

Before embarking on this mission, you should complete one of the following:

Technical requirements

  • Chrome browser
  • DataRobot Automated Machine Learning — If you don’t have access to the application, please sign up for our free trial: datarobot.com/trial.

 

Action Plan1 hr 30 min

  • Evaluating Models 1 hr 30 min
  • Give Us Your Feedback
  • Resources
  • Evaluating Models Resources

About this Mission

It's crucial to understand how your model is making decisions. In this mission, you will examine the role of data quality and DataRobot tools for interpreting your model so that you can understand your data better and explain your models effectively.

Mission format and duration: self-paced, 1.5 hours

Upon completion of this mission, you will be able to: 

  • Hone your use of DataRobot tools for interpreting your models
  • Assess the performance of your models using lift charts, residuals, prediction probabilities, profit curves, cumulative charts, confusion matrices, and learning curves

Who should complete this mission?

  • Business Analysts
  • Citizen Data Scientists
  • Data Scientists

Before embarking on this mission, you should complete one of the following:

Technical requirements

  • Chrome browser
  • DataRobot Automated Machine Learning — If you don’t have access to the application, please sign up for our free trial: datarobot.com/trial.

 

Action Plan1 hr 30 min

  • Evaluating Models 1 hr 30 min
  • Give Us Your Feedback
  • Resources
  • Evaluating Models Resources