Table 3. Root Mean Squared Errors and Mean Absolute Errors for all models.
Measurement | Categories | Number of Records | Model 1 | Model 2 | Model 3 | Model 4 |
RMSE | Observed Passenger (OP)<102 | 2379 | 1680 | 2923 | 1947 | 726 |
OP in 102–103 | 6440 | 3536 | 5127 | 32405 | 1802 | |
OP in 103–104 | 7314 | 7397 | 8771 | 10639 | 4346 | |
OP in 104–105 | 4817 | 20780 | 23002 | 41585 | 21940 | |
OP>105 | 1132 | 163352 | 85897 | 216610 | 127194 | |
MAE | Observed Passenger (OP)<102 | 2379 | 286 | 538 | 402 | 120 |
OP in 102–103 | 6440 | 629 | 1073 | 1413 | 333 | |
OP in 103–104 | 7314 | 2729 | 3218 | 3140 | 1621 | |
OP in 104–105 | 4817 | 14697 | 14929 | 19689 | 13415 | |
OP>105 | 1132 | 115710 | 61305 | 94447 | 89233 |