Function that gives a warning about disk usage
vaeac_check_save_parameters(
save_data,
epochs,
save_every_nth_epoch,
x_train_size,
verbose
)The function does not return anything.
Logical (default is FALSE). If TRUE, then the data is stored together with
the model. Useful if one are to continue to train the model later using vaeac_train_model_continue().
Positive integer (default is 100). The number of epochs to train the final vaeac model.
This includes epochs_initiation_phase, where the default is 2.
Positive integer (default is NULL). If provided, then the vaeac model after
every save_every_nth_epochth epoch will be saved.
The object size of the x_train object.
String vector or NULL.
Specifies the verbosity (printout detail level) through one or more of strings "basic", "progress",
"convergence", "shapley" and "vS_details".
"basic" (default) displays basic information about the computation which is being performed,
in addition to some messages about parameters being sets or checks being unavailable due to specific input.
"progress displays information about where in the calculation process the function currently is.
#' "convergence" displays information on how close to convergence the Shapley value estimates are
(only when iterative = TRUE) .
"shapley" displays intermediate Shapley value estimates and standard deviations (only when iterative = TRUE)
and the final estimates.
"vS_details" displays information about the v_S estimates.
This is most relevant for approach %in% c("regression_separate", "regression_surrogate", "vaeac").
NULL means no printout.
Note that any combination of four strings can be used.
E.g. verbose = c("basic", "vS_details") will display basic information + details about the v(S)-estimation process.
Lars Henry Berge Olsen