E-Commerce Shipping Delay Predictor

Predicts whether an order will be Delivered or Delayed from details known when the order is placed.

MLOps-DSPM course projectXGBoost47,567 ordersLive prototype

New order

Prediction

Fill in the order and press Predict.

This session

0predictions
0Delivered
0Delayed
OrderP(Delivered)Result

How the prediction is made

Evaluation on the untouched test set

Evaluation gates and next steps

Model vs naive baseline

Bar chart comparing the XGBoost candidate with the naive majority baseline on accuracy, weighted F1, balanced accuracy, delayed recall and ROC-AUC