Summary with different number of bins for `scurve_umap2`

The `scurve_umap_rmse2` 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_rmse2)

Format

## `scurve_umap_rmse2` 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_rmse2 dataset
data(scurve_umap_rmse2)

# Display the first few rows of the dataset
head(scurve_umap_rmse2)
#>      Error      RMSE b1 b2   b  m   a1   a2      d_bar method
#> 1 678.3037 0.4500205  5  6  30 19 0.27 0.23 0.05414974  UMAP2
#> 2 612.6720 0.4062597  6  7  42 22 0.22 0.19 0.05821772  UMAP2
#> 3 540.2149 0.3487553  7  8  56 30 0.19 0.16 0.04257132  UMAP2
#> 4 472.2827 0.2985088  8  9  72 37 0.17 0.14 0.03659103  UMAP2
#> 5 450.7841 0.2892101  9 10  90 43 0.15 0.13 0.03428832  UMAP2
#> 6 407.4070 0.2574744 10 11 110 52 0.13 0.12 0.02894619  UMAP2