datasets:
- HuggingFaceFW/fineweb
language:
- en
metrics:
- mse
library_name: adapter-transformers
tags:
- code
---from sklearn.linear_model import Ridge
Training the model
ridge_model = Ridge(alpha=1.0, random_state=42) # alpha is the regularization strength
ridge_model.fit(X_train_scaled, y_train)
Predictions
y_pred_ridge = ridge_model.predict(X_test_scaled)
Model evaluation
mse_ridge = mean_squared_error(y_test, y_pred_ridge)
print("Mean Squared Error (Ridge Regression):", mse_ridge)
