Regression Analysis, R Squared, Pseudo R Squared, Adjusted R Squared, Deviance.
squares of residual errors (RSS) and therefore the optimally fitted model could have a residual sum of squares that is greater than total sum of squares. That means, R² for such models can be a negative quantity. As such, R² is not a useful goodness-of-fit measure for most nonlinear models.