Analytics dashboard
4,210 route-months from the held-out test set.
Average operating profit by region
Average operating profit by business model
Average operating profit by aircraft type
Load factor vs profit margin
Actual vs predicted operating profit
Confusion matrix
Pred: Profitable
Pred: Unprofitable
Actual: Profitable
2,842
TP
262
FN
Actual: Unprofitable
414
FP
692
TN
Live accuracy on 4,210 flights: 83.9%
Model metrics (test set)
Regression R²
0.700
MAE
$32
Accuracy
83.9%
AUC
0.899
Train size
16,838
Test size
4,210