Print auto ML results
Usage
# S3 method for class 'tidylearn_automl'
print(x, ...)Examples
# \donttest{
result <- tl_auto_ml(iris, Species ~ .,
time_budget = 10,
use_reduction = FALSE,
use_clustering = FALSE,
cv_folds = 2)
#> Starting Auto ML with task: classification
#> Time budget: 10 seconds
#>
#> [1/4] Training baseline models...
#> Training: baseline_tree
#>
#> [4/4] Training advanced models...
#>
#> [*] Creating leaderboard...
#>
#> Auto ML complete in 0.02 seconds
#> Best model: baseline_tree
# The leaderboard, the winner and the metric it was ranked on
print(result)
#> tidylearn Auto ML Results
#> =========================
#> Task: classification
#> Metric: accuracy
#> Runtime: 0.02 seconds
#> Models trained: 1
#>
#> Leaderboard:
#> # A tibble: 1 × 3
#> model score evaluation
#> <chr> <dbl> <chr>
#> 1 baseline_tree 0.953 cv
#>
#> Best model: baseline_tree
#> Best score: 0.9533333
# }