Skip to contents

Visualize the model overlaid on high-dimensional data along with 2D wireframe model and error.

Source: R/error_data_link_plots.R
show_error_link_plots.Rd

This function generates a LangeviTour visualization based on different conditions and input parameters with 2D wireframe.

Usage

show_error_link_plots(point_df, edge_df)

Arguments

point_df

A tibble that contains the high-dimensional data, no-linear dimension reductions and model in high-dimensions.

edge_df

A tibble that contains the wireframe data (from and to).

error_df

A tibble that high-dimesional model error.

Value

A browsable HTML element.

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
model_error <- augment(model_2d = df_bin_centroids, model_highd = df_bin,
highd_data = s_curve_noise_training)
df_exe <- comb_all_data_model_error(highd_data = s_curve_noise_training,
nldr_data = s_curve_obj$s_curve_umap_scaled_obj$scaled_nldr,
model_highd = df_bin, model_2d = df_bin_centroids, error_df = model_error)
edge_data <- s_curve_obj$s_curve_umap_model_tr_from_to_df
show_error_link_plots(point_df = df_exe, edge_df = edge_data)