Table 5 Clusters of booking
From: Overbooking for physical examination considering late cancellation and set-resource relationship
Cluster | Examination season | Group booking | Age intervel: [45,70] | Number of bookings | Number of late cancellations | Late cancellation probability |
|---|---|---|---|---|---|---|
1 | Winter | Yes | Yes | 583 | 20 | 3.43% |
2 | Winter | Yes | No | 247 | 15 | 6.07% |
3 | Winter | No | Yes | 842 | 31 | 3.68% |
4 | Winter | No | No | 433 | 22 | 5.08% |
5 | Summer | Yes | Yes | 236 | 10 | 4.24% |
6 | Summer | Yes | No | 111 | 4 | 3.60% |
7 | Summer | No | Yes | 578 | 19 | 3.29% |
8 | Summer | No | No | 311 | 16 | 5.14% |
9 | Off-peak | Yes | Yes | 835 | 32 | 3.83% |
10 | Off-peak | Yes | No | 420 | 19 | 4.52% |
11 | Off-peak | No | Yes | 2319 | 42 | 1.81% |
12 | Off-peak | No | No | 1131 | 39 | 3.45% |