performance (version 0.1.0)

model_performance.lm: Performance of (Generalized) Linear Models

Description

Compute indices of model performance for (generalized) linear models.

Usage

# S3 method for lm
model_performance(model, metrics = "all", ...)
# S3 method for glm
model_performance(model, metrics = "all", ...)

Arguments

model

Object of class lm or glm.

metrics

Can be "all" or a character vector of metrics to be computed (some of c("AIC", "BIC", "R2", "RMSE")).

...

Arguments passed to or from other methods.

Value

A data frame (with one row) and one column per "index" (see metrics).

Examples

# NOT RUN {
model <- lm(mpg ~ wt + cyl, data = mtcars)
model_performance(model)

model <- glm(vs ~ wt + mpg, data = mtcars, family = "binomial")
model_performance(model)

# }