smile.imputation

Interface MissingValueImputation

All Known Implementing Classes:

AverageImputation, KMeansImputation, KNNImputation, LLSImputation, SVDImputation

public interface MissingValueImputation

Interface to impute missing values in the dataset.

Author:

Haifeng

Method Summary

Modifier and Type	Method and Description
void	impute(double[][] data) Impute missing values in the dataset.

Method Detail

impute

void impute(double[][] data)
     throws MissingValueImputationException

Impute missing values in the dataset.

Parameters:

data - a data set with missing values (represented as Double.NaN). On output, missing values are filled with estimated values.

Throws:

MissingValueImputationException