Summary with different number of bins for `scurve_umap3`

The `scurve_umap_rmse3` 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_rmse3)

Format

## `scurve_umap_rmse3` 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_rmse3 dataset
data(scurve_umap_rmse3)

# Display the first few rows of the dataset
head(scurve_umap_rmse3)
#>      Error      RMSE b1 b2   b  m   a1   a2      d_bar method
#> 1 580.8831 0.3816431  5 11  55 23 0.27 0.24 0.03485633  UMAP3
#> 2 517.9431 0.3409713  6 13  78 31 0.23 0.20 0.02762972  UMAP3
#> 3 478.0086 0.3102171  7 15 105 38 0.20 0.17 0.02502800  UMAP3
#> 4 446.7043 0.2904024  8 17 136 42 0.17 0.15 0.02675954  UMAP3
#> 5 393.9956 0.2530347  9 20 180 55 0.14 0.12 0.02196088  UMAP3
#> 6 374.9193 0.2392782 10 22 220 63 0.13 0.11 0.02044680  UMAP3