Usage
append_method(existing_method, dataIn, missPercentFrom, missPercentTo, interval, repetition, errorParameter, MethodPath, MethodName)
Arguments
existing_method
as Error observations for different methods
dataIn
as input data for testing
missPercentFrom
as variable from which percent of missing values to be considered
missPercentTo
as variable to state upto what percent missing values are to be considered
interval
as interval between consecutive missPercent values
repetition
as an integer to state number of repetition to be done for each missPercent value
errorParameter
as type of error calculation (RMSE, MAE or MAPE)
MethodPath
as location of function for proposed imputation method
MethodName
as name for function for proposed imputation method