compare_cart: Compare the synthetic data generated by CART with the real...
In sdglinkage: Synthetic Data Generation for Linkage Methods Development

Description Usage Arguments Value Examples

compare_cart compare the synthetic data generated by CART with the real data.

1	compare_cart(training_set, fit_model, var_list)

`training_set`	A data frame of the training data. The generated data will have the same size as the `training_set`.
`fit_model`	A `syn`) object.
`var_list`	A string vector of the names of variables that we want to compare.

A plot of the comparision of the distribution of synthetic data vs real data.

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adult_data <- split_data(adult[1:100,], 70)
cart <- gen_cart(adult_data$training_set)
compare_cart(adult_data$training_set, cart$fit_model, c("age", "workclass", "sex"))