Closed adibiasio closed 1 year ago
Sampled flight data, preprocessed it, used it to build a random forest model, and fine-tuned it with hyperparameterization.
precision recall f1-score support CANCELLED 0.87 0.96 0.91 43496 DEL_0_30 0.60 0.58 0.59 43949 DEL_30_60 0.70 0.75 0.73 43477 DEL_60 0.85 0.85 0.85 43334 DIVERTED 0.65 0.43 0.52 43438 ONTIME 0.61 0.74 0.67 43471 accuracy 0.72 261165 macro avg 0.71 0.72 0.71 261165 weighted avg 0.71 0.72 0.71 261165
Sampled flight data, preprocessed it, used it to build a random forest model, and fine-tuned it with hyperparameterization.