Research Article
Flight Delay Classification Prediction Based on Stacking Algorithm
Table 2
Departure dataset features importance.
| ā | meanImp | medianImp | minImp | maxImp | normHits | Decision |
| Quarter | 18.7022 | 18.38765 | 15.96021 | 24.59658 | 1 | Confirmed | Month | 39.15992 | 39.53052 | 35.61664 | 42.88205 | 1 | Confirmed | Day_of_month | 37.13472 | 36.92707 | 34.23672 | 40.63482 | 1 | Confirmed | Day_of_week | 34.41572 | 34.80809 | 29.75517 | 38.51781 | 1 | Confirmed | CRS_dep_time | 47.17696 | 46.49994 | 39.36456 | 57.88962 | 1 | Confirmed | CRS_arr_time | 35.90235 | 34.88594 | 32.14023 | 40.42103 | 1 | Confirmed | CRS_elapsed_time | 30.42818 | 31.15777 | 24.04919 | 35.14513 | 1 | Confirmed | Diverted | 8.957969 | 9.035397 | 7.912347 | 9.665486 | 1 | Confirmed | Distance | 28.66349 | 29.39897 | 22.9603 | 31.81813 | 1 | Confirmed |
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