What precautions we need to keep in mind when using ‘coefficient of determination’?

The coefficient of determination, also known as R-squared, is a statistical metric used to evaluate how well a regression model fits the data. It measures the proportion of the variance in the dependent variable that can be explained by the independent variables in the model. In other words, it indicates the percentage of the variation in the…