compare_cart: Compare the synthetic data generated by CART with the real...
In haoyuanzhang1990/Synthetic-Data-Generation-for-Linkage-Methods-Development: Synthetic Data Generation for Linkage Methods Development
Description
Usage
Arguments
Value
Examples
View source: R/gen_cart.R
View source: R/gen_CART.R
Description
compare_cart compare the synthetic data generated by CART with the real data.
Usage
1
compare_cart(training_set, fit_model, var_list)
Arguments
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.
Value
A plot of the comparision of the distribution of
synthetic data vs real data.
Examples
1
2
3
adult_data <- split_data(adult[1:100,], 70)
cart <- gen_cart(adult_data$training_set)
compare_cart(adult_data$training_set, cart$fit_model, c("age", "workclass", "sex"))
haoyuanzhang1990/Synthetic-Data-Generation-for-Linkage-Methods-Development documentation built on April 21, 2020, 1 a.m.
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Description Usage Arguments Value Examples
View source: R/gen_cart.R View source: R/gen_CART.R
Description
compare_cart compare the synthetic data generated by CART with the real data.
Usage
1 | compare_cart(training_set, fit_model, var_list)
|
Arguments
training_set |
A data frame of the training data. The generated data will
have the same size as the |
fit_model |
A |
var_list |
A string vector of the names of variables that we want to compare. |
Value
A plot of the comparision of the distribution of synthetic data vs real data.
Examples
1 2 3 | adult_data <- split_data(adult[1:100,], 70)
cart <- gen_cart(adult_data$training_set)
compare_cart(adult_data$training_set, cart$fit_model, c("age", "workclass", "sex"))
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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