Research Article

Traffic Management as a Service: The Traffic Flow Pattern Classification Problem

Table 2

Percentages of matching for the different clusters compared to the average day clusters.

Mo Tu We Th Fr Sa Su

Number of clusters 3 2 2 3 3 2 3

Week 1 83.11 92.31 84.42 30.86 70.15 91.98 73.72
66.67 84.56 62.32 59.32 68.75 71.43 66.67
81.33 56.99 90.43 35.82

Week 2 60.14 89.74 80.52 81.48 70.15 96.26 74.36
55.07 58.09 59.42 43.22 60.64 81.90 69.56
80.00 58.06 51.56 73.13

Week 3 62.84 84.62 80.52 58.02 70.15 88.77 51.28
69.57 32.35 91.30 75.42 74.47 84.76 47.83
84.00 31.18 35.94 89.55

Week 4 81.76 96.15 74.68 62.96 86.57 97.87 82.05
88.41 84.56 82.61 74.58 65.96 53.30 59.42
76.00 65.59 56.25 58.21

Average 73.6378.6877.0558.5669.1886.2166.70