Table 1 Evaluation meausures for Poisson and Negative Binomial models with different sliding window sizes
W | Poisson | Negative Binomial | |||
|---|---|---|---|---|---|
Accuracy | Time (min) | Accuracy | Time (min) | Dispersion (95% CrI) | |
10 | 0.72 | 1.57 | 0.61 | 2.81 | 0.03 (0.011, 0.091) |
15 | 0.74 | 3.37 | 0.62 | 5.81 | 0.07 (0.046, 0.109) |
20 | 0.77 | 6.06 | 0.67 | 10.86 | 0.08 (0.059, 0.123) |
25 | 0.78 | 9.73 | 0.70 | 17.36 | 0.08 (0.051, 0.123) |
30 | 0.79 | 14.39 | 0.73 | 25.52 | 0.09 (0.061, 0.135) |
35 | 0.79 | 20.48 | 0.74 | 37.16 | 0.08 (0.051, 0.122) |
Full data | 0.80 | 42.23 | 0.75 | 62.91 | 0.08 (0.056, 0.131) |