nonSparseToSparseInstance.setInputFormat(dataSet); Instances sparseDataset = Filter.useFilter(dataSet, nonSparseToSparseInstance);
nonSparseToSparseInstance.setInputFormat(dataSet); Instances sparseDataset = Filter.useFilter(dataSet, nonSparseToSparseInstance);