scurve_umap_rmse: Summary with different number of bins for 'scurve_umap'

In quollr: Visualising How Nonlinear Dimension Reduction Warps Your Data

Summary with different number of bins for 'scurve_umap'

Description

The 'scurve_umap_rmse' dataset contains error, RMSE, b2, b, m, a1, a2, and mean density (d_bar) for different number of bins in x-axis (b1).

Usage

data(scurve_umap_rmse)

Format

## 'scurve_umap_rmse' A data frame with 70 rows and 10 columns:

Error

Numeric, model error.

RMSE

Numeric, Root Mean Square Error.

b1

Numeric, number of bins along x-axis.

b2

Numeric, number of bins along y-axis.

b

Numeric, number of total bins.

m

Numeric, number of non-empty bins.

a1

Numeric, hexagon bin width.

a2

Numeric, hexagon bin height.

d_bar

Numeric, mean desnity.

method

Character, NLDR method.

Source

This dataset is generated for illustrative purposes.

Examples

# Load the scurve_umap_rmse dataset
data(scurve_umap_rmse)

# Display the first few rows of the dataset
head(scurve_umap_rmse)

quollr documentation built on Aug. 8, 2025, 6:08 p.m.