SparseInstanceData sparseInstanceData = (SparseInstanceData) instance.instanceData; wekaInstance = new weka.core.SparseInstance(instance.weight(), sparseInstanceData.getAttributeValues(), sparseInstanceData.getIndexValues(), sparseInstanceData.getNumberAttributes());