Grid Search Hyperparameters

Task

Use GridSearchCV to find the best hyperparameters for an SVM classifier.

Why It Matters

Hyperparameter tuning can dramatically improve model performance. GridSearchCV automates this by systematically trying all combinations and using cross-validation to find the best settings - much more reliable than manual tuning.

Instructions

1. Examine the setup code and data
2. Modify the code to solve the puzzle
3. Click Run or press Ctrl+Enter to execute