quollr (version 1.0.6)

comb_all_data_model_error: Create a tibble with averaged high-dimensional data and high-dimensional data, non-linear dimension reduction data, model error data

Description

This function combine the average values of high-dimensional data within each hexagonal bin and high-dimensional data, non-linear dimension reduction data, model error data.

Usage

comb_all_data_model_error(
  highd_data,
  nldr_data,
  model_highd,
  model_2d,
  error_data
)

Value

A tibble with the average values of the high-dimensional data within each hexagonal bin and high-dimensional data, non-linear dimension reduction data, model error.

Arguments

highd_data

A tibble that contains the high-dimensional data.

nldr_data

A tibble that contains the non-linear dimension reduction data.

model_highd

A tibble that contains the high-dimensional coordinates of bin centroids.

model_2d

A tibble that contains hexagonal bin centroids in 2-D.

error_data

A tibble that contains high-dimensional model error.

Examples

model_error <- augment(x = scurve_model_obj, highd_data = scurve)
comb_all_data_model_error(highd_data = scurve, nldr_data = scurve_umap,
model_highd = scurve_model_obj$model_highd, model_2d = scurve_model_obj$model_2d,
error_data = model_error)