UMAP embedding for S-curve dataset which with noise dimensions

The `s_curve_noise_umap5` 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_umap5)

Format

## `s_curve_noise_umap5` 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_umap5 dataset
data(s_curve_noise_umap5)

# Display the first few rows of the dataset
head(s_curve_noise_umap5)
#> # A tibble: 6 × 3
#>     emb1   emb2    ID
#>    <dbl>  <dbl> <int>
#> 1  -5.22  6.39      1
#> 2   8.18 -0.255     2
#> 3   6.36 -3.32      3
#> 4  -6.01  7.60      5
#> 5   1.38  7.93      6
#> 6 -10.2  -7.36      7