Research Article
Flight Delay Classification Prediction Based on Stacking Algorithm
Table 3
Arrival dataset features importance.
| ā | meanImp | medianImp | minImp | maxImp | normHits | Decision |
| Quarter | 21.59 | 21.61953 | 19.64103 | 24.85327 | 1 | Confirmed | Month | 48.19586 | 47.78515 | 43.47335 | 52.73112 | 1 | Confirmed | Day_of_month | 48.35522 | 48.61903 | 41.88918 | 55.16763 | 1 | Confirmed | Day_of_week | 46.23737 | 46.70293 | 43.08921 | 49.43334 | 1 | Confirmed | CRS_dep_time | 48.68234 | 49.67468 | 43.40899 | 52.34451 | 1 | Confirmed | CRS_arr_time | 42.41878 | 42.13526 | 40.19638 | 46.36798 | 1 | Confirmed | CRS_elapsed_time | 42.78774 | 43.67602 | 36.73169 | 47.83175 | 1 | Confirmed | Distance | 0 | 0 | 0 | 0 | 0 | Rejected | Diverted | 32.28774 | 33.28389 | 26.69778 | 36.87651 | 1 | Confirmed |
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