Research Article
An Effective Approach to Promote Air Traveler Repurchasing Using the Random Forest Algorithm: Predictive Model Design and Utility Evaluation
Table 2
(70–30%) of data: models’ performances.
| Models | Accuracy | Precision | Recall | F1 | Time(minutes) |
| KNN | 0.8925 | 0.7882 | 0.7687 | 0.7721 | 10.7984 | DT | 0.8995 | 0.8028 | 0.7768 | 0.7888 | 0.4558 | RF | 0.9224 | 0.8706 | 0.7957 | 0.8268 | 5.8581 | SVM | 0.8800 | 0.7597 | 0.8153 | 0.7826 | 1 : 23.6638 | ExtraTree | 0.9157 | 0.8426 | 0.8006 | 0.8194 | 0.3730 |
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