In addition, we can see that CTR-smf (Purushotham et al., 2012) is sensitive to the quality of graph (SMF-1 with low quality and SMF-2 with high quality as shown in Figure 2).
we can use the low quality noisy graph (SMF-1) to improve the overall performance by this transformation process.