Data Science, Machine Learning, Regression, Evaluation Metric, Linear Regression.
and the mean of all samples. The R² score values tend to range between 0 and 1, although you can have negative values too. Generally, a value closer to 1 implies a better-fitting model. However, it’s important to consider other metrics such as MAE, MSE, MAPE, or RMSE alongside R² to gain a deeper