This is a constructor to create your own imputation methods.

makeImputeMethod(learn, impute, args = list())



(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.


(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 ....


Named list of arguments to pass to learn via ....

See also