This function generates an evaluation data frame based on the provided data and predictions.
Usage
glance(highd_data, model_2d, model_highd)
Arguments
- highd_data
The dataset containing high-dimensional coordinates and an unique identifier.
- model_2d
Centroid coordinates of hexagonal bins in 2D space.
- model_highd
Centroid coordinates of hexagonal bins in high dimensions.
Value
A tibble contains Error, and MSE values.
Examples
df_bin_centroids <- s_curve_obj$s_curve_umap_model_obj$df_bin_centroids
df_bin <- s_curve_obj$s_curve_umap_model_obj$df_bin
glance(highd_data = s_curve_noise_training, model_2d = df_bin_centroids,
model_highd = df_bin)
#> # A tibble: 1 × 2
#> Error MSE
#> <dbl> <dbl>
#> 1 1116. 0.0320
