UMAP embedding for S-curve dataset which with noise dimensions

The `s_curve_noise_umap4` 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_umap4)

Format

## `s_curve_noise_umap4` 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_umap4 dataset
data(s_curve_noise_umap4)

# Display the first few rows of the dataset
head(s_curve_noise_umap4)
#> # A tibble: 6 × 3
#>    emb1  emb2    ID
#>   <dbl> <dbl> <int>
#> 1  4.19 -7.99     1
#> 2 -8.72  1.94     2
#> 3 -6.24  4.58     3
#> 4  6.68 -7.98     5
#> 5 -1.00 -5.75     6
#> 6  7.74  9.30     7