Error Metrics Lab

Compare MAE, MSE, RMSE, and R² on interactive regression predictions.

• Regression
• Linear Regression
• Gradient Descent
• Polynomial Regression
• Multiple Linear Regression
• Ridge / Lasso / Elastic Net
• Residual Analysis

Ngerk Visualizer — interactive ML simulations in the browser.