rsdv (version 0.2.0)

ks_similarity: Kolmogorov-Smirnov similarity score per numerical column

Description

Kolmogorov-Smirnov similarity score per numerical column

Usage

ks_similarity(real, synthetic, meta)

Value

A tibble with columns column (chr) and score (dbl, 0–1, higher = better).

Arguments

real

A data frame of real data.

synthetic

A data frame of synthetic data.

meta

An rsdv_metadata object.

Examples

# \donttest{
syn   <- gaussian_copula_synthesizer(metadata(adult_income)) |> fit(adult_income)
synth <- sample(syn, n = 500)
ks_similarity(adult_income, synth, metadata(adult_income))
# }