Summary with different number of bins for `scurve_umap`

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)
#>      Error      RMSE b1 b2   b  m   a1   a2      d_bar method
#> 1 628.8048 0.4098319  5  7  35 22 0.26 0.23 0.04091470   UMAP
#> 2 562.7530 0.3672331  6  8  48 27 0.23 0.20 0.03686260   UMAP
#> 3 520.4474 0.3364583  7  9  63 33 0.20 0.17 0.03232767   UMAP
#> 4 430.4658 0.2722071  8 11  88 46 0.16 0.14 0.02599600   UMAP
#> 5 406.8971 0.2544715  9 12 108 51 0.14 0.12 0.02551305   UMAP
#> 6 380.7331 0.2388800 10 13 130 59 0.13 0.11 0.02266418   UMAP