12.6 Tuning Parameter Optimization Strategies

  • Grid Search (Space Filled Grid)

Grid Search Graphic

  • Random Search (Global Search)

Random Search Graphic

  • Iterative Search (Global Search)

Iterative Search Graphic

image credits: (https://en.wikipedia.org/wiki/Hyperparameter_optimization)