What is the coefficient of determination? The coefficient of determination (R²) measures how well a statistical model predicts an outcome.The outcome is represented by the model's dependent variable.. The lowest possible value of R² is 0 and the highest possible value is 1.Put simply, the better a model is at making predictions, the closer its R² will be to 1.