Factors That Can Affect Model Performance

Contents

20.1. Factors That Can Affect Model Performance#

20.1.1. Type III Errors#

20.1.2. Measurement Error in the Outcome#

20.1.3. Measurement Error in the Predictors#

20.1.4. Discretizing Continuous Outcomes#

20.1.5. When Should You Trust Your Model’s Prediction?#

20.1.6. The Impact of a Large Sample#

20.1.7. Computing#

20.1.8. Exercises#