Summary with different number of bins for `scurve_umap4`

The `scurve_umap_rmse4` 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_rmse4)

Format

## `scurve_umap_rmse4` 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_rmse4 dataset
data(scurve_umap_rmse4)

# Display the first few rows of the dataset
head(scurve_umap_rmse4)
#>      Error      RMSE b1 b2   b  m   a1   a2      d_bar method
#> 1 647.4267 0.4259840  5  7  35 21 0.30 0.26 0.03539651  UMAP4
#> 2 543.8493 0.3550077  6  9  54 29 0.22 0.19 0.03296446  UMAP4
#> 3 494.4202 0.3171872  7 10  70 34 0.20 0.17 0.03038252  UMAP4
#> 4 429.9829 0.2721302  8 12  96 46 0.16 0.14 0.02479512  UMAP4
#> 5 399.9027 0.2512117  9 13 117 53 0.15 0.13 0.02220613  UMAP4
#> 6 353.1208 0.2208283 10 15 150 66 0.13 0.11 0.01943229  UMAP4