CAP_synthetic_num: Correct Attribution Probability for Synthetic Dataset...

In MUNFAI15/cmf: Comparative Metrics Framework for Evaluating Synthetic Data

Description

This function allows you to determine the baseline Correct Attribution Probability (CAP) of a synthetic dataset, relative to an original dataset. The target variable here is numeric.

Usage

CAP_synthetic_num(
  dataframe,
  synthetic_dataframe,
  key_variable,
  target_variable,
  y = 2500
)

Arguments

dataframe	dataset
synthetic_dataframe	synthetic dataset
key_variable	key variable
target_variable	target variable
y	Continuous numerical values of the target variable are rounded to the nearest value of y. Default y = 2500.

MUNFAI15/cmf documentation built on Jan. 18, 2022, 6:53 p.m.