1. Machine Learning for SQL Use Cases
  2. Concepts
  3. Machine Learning Algorithms
  4. About Generalized Linear Model
  5. Scalable Feature Selection
  6. Feature Generation

Feature Generation

Feature generation in GLM adds transformed terms, fitting complex relationships between target and predictors.

Feature generation is the process of adding transformations of terms into the model. Feature generation enhances the power of models to fit more complex relationships between target and predictors.