Research Article
Estimating Network Flow Length Distributions via Bayesian Nonnegative Tensor Factorization
Table 5
Uniform sampling results on real data.
| Period | ThinNMF | ThinNTF | MLE | R = 2 | R = 3 | R = 4 | R = 2 | R = 3 | R = 4 |
| 2 | 0.23 | 0.24 | 0.23 | 0.21 | 0.25 | 0.22 | 0.41 | 4 | 0.55 | 0.52 | 0.53 | 0.50 | 0.48 | 0.49 | 0.69 | 8 | 0.94 | 0.93 | 0.94 | 0.91 | 0.90 | 0.87 | 0.97 | 16 | 1.15 | 1.11 | 1.11 | 1.09 | 1.05 | 1.04 | 1.05 | 32 | 1.25 | 1.24 | 1.24 | 1.16 | 1.13 | 1.10 | 1.22 | 64 | 1.31 | 1.29 | 1.30 | 1.09 | 1.06 | 1.04 | 1.22 |
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