summary.synMicro_object {synMicrodata} | R Documentation |
summary
method for class "summary.synMicro_object
".
## S3 method for class 'synMicro_object'
summary(object, max_print = 4, ...)
object |
|
max_print |
maximum number of synthetic datset to print summaries |
... |
other parameters to be passed through to other functions. |
summary
reports the synthesis results for each variable.
summary
reports the synthesis results for each variable. It compares the summary statistics of each variable for the original dataset(Orig.
) and synthetic datasets(synt.#
), their averaging(Q_bar
), and between variance(B_m
).
## preparing to generate synthetic datsets
dat_obj <- readData(Y_input = iris[,1:4],
X_input = data.frame(Species = iris[,5]))
mod_obj <- createModel(dat_obj, max_R_S_K=c(30,50,20))
## generating synthetic datasets
res_obj <- multipleSyn(dat_obj, mod_obj, n_burnin = 100, m = 2,
interval_btw_Syn = 50, show_iter = FALSE)
summary(res_obj)