Nagelkerke's R2 — r2_nagelkerke • performance

Calculate Nagelkerke's pseudo-R2.

Usage

r2_nagelkerke(model, ...)

model: A generalized linear model, including cumulative links resp. multinomial models.
...: Currently not used.

A named vector with the R2 value.

Nagelkerke, N. J. (1991). A note on a general definition of the coefficient of determination. Biometrika, 78(3), 691-692.

model <- glm(vs ~ wt + mpg, data = mtcars, family = "binomial")
r2_nagelkerke(model)
#> Nagelkerke's R2 
#>       0.5899593