UMAP embedding for S-curve dataset which with noise dimensions

The `s_curve_noise_umap2` dataset contains the UMAP (Uniform Manifold Approximation and Projection) embeddings of a three-dimensional S-curve with added noise. Each data point is represented by two UMAP coordinates (UMAP1 and UMAP2) and an ID.

Usage

data(s_curve_noise_umap2)

Format

## `s_curve_noise_umap2` A data frame with 75 rows and 3 columns:

UMAP1

Numeric, first UMAP 2D embeddings.

UMAP2

Numeric, second UMAP 2D embeddings.

ID

Numeric, identifier for each data point.

Source

This dataset is generated for illustrative purposes.

Examples

# Load the s_curve_noise_umap2 dataset
data(s_curve_noise_umap2)

# Display the first few rows of the dataset
head(s_curve_noise_umap2)
#> # A tibble: 6 × 3
#>    emb1   emb2    ID
#>   <dbl>  <dbl> <int>
#> 1  5.78 -7.64      1
#> 2 -8.26  0.821     2
#> 3 -6.76  3.86      3
#> 4  5.69 -1.58      5
#> 5 -1.46 -6.36      6
#> 6  7.92  4.56      7