Test Out-of-Sample Reconstruction Accuracy

Validates KEMA's out-of-sample reconstruction capability against the L2 error reported in the paper appendix.

Usage

validate_out_of_sample_reconstruction(
  expected_error = 0.14,
  tolerance = 0.05,
  test_fraction = 0.2
)

Arguments

expected_error

Expected L2 reconstruction error (default: 0.14)

tolerance

Numerical tolerance for comparison

test_fraction

Fraction of data to use for testing

Value

List with reconstruction validation results

Examples

# \donttest{
result <- validate_out_of_sample_reconstruction()
print(result$success)
#> [1] TRUE
# }