Late Delivery Prediction

Predict whether a shipment will arrive late at the moment the order is placed. Built with LightGBM trained on 125K historical supply chain orders, optimised for high recall so at-risk shipments are rarely missed.

Algorithm: LightGBM

Training data: 125K orders

Recall: 73.2%

Precision: 65.3%

Threshold: 0.35

Logistics

Order Date

Shipping Mode

Scheduled Shipment Days

Order Financials

Product Price ($)

Order Item Product Price ($)

Quantity

Sales ($)

Order Item Total ($)

Item Discount ($)

Discount Rate (0–1)

Profit Ratio

Profit Per Order ($)

Geography

Latitude

Longitude

Customer & Product

Payment Type

Customer Segment

Market

Department Name

Category Name

Order Region