Print EDA results
Usage
# S3 method for class 'tidylearn_eda'
print(x, ...)Examples
# \donttest{
eda <- tl_explore(iris, response = "Species")
#> Running Exploratory Data Analysis...
#> [1/4] PCA analysis...
#> [2/4] Finding optimal clusters...
#> [3/4] Clustering analysis...
#> [4/4] Distance analysis...
#> EDA complete!
print(eda)
#> tidylearn Exploratory Data Analysis
#> ===================================
#> Observations: 150
#> Variables: 4
#> Optimal clusters: 2
#>
#> PCA Variance Explained (first 5 components):
#> # A tibble: 4 × 5
#> component sdev variance prop_variance cum_variance
#> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 PC1 1.71 2.92 0.730 0.730
#> 2 PC2 0.956 0.914 0.229 0.958
#> 3 PC3 0.383 0.147 0.0367 0.995
#> 4 PC4 0.144 0.0207 0.00518 1
#>
#> Cluster sizes (k = 2 ):
#>
#> 1 2
#> 97 53
# }