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Plot method for comparing model performances

Source: R/plot.compare_performance.R
plot.see_compare_performance.Rd

The plot() method for the performance::compare_performance() function.

Usage

# S3 method for see_compare_performance
plot(x, size_line = 1, ...)

Arguments

x

An object.

size_line

Numeric value specifying size of line geoms.

...

Arguments passed to or from other methods.

Value

A ggplot2-object.

Examples

library(performance)
data(iris)
lm1 <- lm(Sepal.Length ~ Species, data = iris)
lm2 <- lm(Sepal.Length ~ Species + Petal.Length, data = iris)
lm3 <- lm(Sepal.Length ~ Species * Petal.Length, data = iris)
result <- compare_performance(lm1, lm2, lm3)
result
#> # Comparison of Model Performance Indices
#> 
#> Name | Model |     AIC | AIC weights |     BIC | BIC weights |    R2 | R2 (adj.) |  RMSE | Sigma
#> ------------------------------------------------------------------------------------------------
#> lm1  |    lm | 231.452 |     < 0.001 | 243.494 |     < 0.001 | 0.619 |     0.614 | 0.510 | 0.515
#> lm2  |    lm | 106.233 |       0.566 | 121.286 |       0.964 | 0.837 |     0.833 | 0.333 | 0.338
#> lm3  |    lm | 106.767 |       0.434 | 127.842 |       0.036 | 0.840 |     0.835 | 0.330 | 0.336
plot(result)