Table 16 Comparison of accuracy levels between 1 and 24 h
From: Prediction of flight departure delays caused by weather conditions adopting data-driven approaches
Algorithm | ICN (%) | JFK (%) | MDW (%) | Average (%) |
|---|---|---|---|---|
DT | − 1.7 | − 6.3 | − 6.9 | − 5.0 |
RF | − 0.9 | − 5.1 | − 4.7 | − 3.6 |
SVM | − 7.2 | − 22.8 | − 18.4 | − 16.1 |
KNN | − 2.7 | − 10.0 | − 8.9 | − 7.2 |
LR | − 18.2 | − 20.4 | − 14.5 | − 17.7 |
XGB | − 4.0 | − 9.4 | − 8.3 | − 7.2 |
LSTM | − 6.8 | − 8.3 | − 9.0 | − 10.1 |