Evaluating Regression Models Performance

Combined Cycle Power Plant

Source

Multiple Linear Regression

r2_score = 0.9298

Polynomial Regression

r2_score = 0.9428

Support Vector Regression (SVR)

r2_score = 0.9453

Decision Tree Regression

r2_score = 0.9358

Random Forest Regression

r2_score = 0.96

Result

- The Best Model is Random Forest Regression