UMAP embedding for S-curve dataset which with noise dimensions

The `s_curve_noise_umap` 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_umap)

Format

## `s_curve_noise_umap` 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_umap dataset
data(s_curve_noise_umap)

# Display the first few rows of the dataset
head(s_curve_noise_umap)
#> # A tibble: 6 × 3
#>    UMAP1    UMAP2    ID
#>    <dbl>    <dbl> <int>
#> 1 -2.81  -3.91        1
#> 2  0.959 -0.00271     2
#> 3  1.54   0.462       3
#> 4 -2.31  -5.50        4
#> 5 -1.76  -3.46        6
#> 6  1.53   5.75        7