UMAP embedding for S-curve dataset which with noise dimensions

The `s_curve_noise_umap3` 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_umap3)

Format

## `s_curve_noise_umap3` 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_umap3 dataset
data(s_curve_noise_umap3)

# Display the first few rows of the dataset
head(s_curve_noise_umap3)
#> # A tibble: 6 × 3
#>     emb1  emb2    ID
#>    <dbl> <dbl> <int>
#> 1 -2.07   8.13     1
#> 2  4.51  -1.26     2
#> 3  3.63  -3.09     3
#> 4 -4.13   4.61     5
#> 5  0.961  5.46     6
#> 6 -5.94  -6.10     7