This is a constructor to create your own imputation methods.
makeImputeMethod(learn, impute, args = list())
Arguments
learn |
(function(data, target, col, ...) )
Function to learn and extract information on column col
out of data frame data . Argument target specifies
the target column of the learning task.
The function has to return a named list of values. |
impute |
(function(data, target, col, ...) )
Function to impute missing values in col using information
returned by learn on the same column.
All list elements of the return values o learn
are passed to this function into ... . |
args |
(list)
Named list of arguments to pass to learn via ... . |
See also