Late Delivery Risk Predictor

CapstoneML v.3 · DecisionTreeClassifier · Accuracy 81.93% · ROC AUC 0.82

Live Model

Shipment Parameters

Type (order type)

Days for Shipment Scheduled

Shipping Mode

Market

Customer Segment

Latitude

Longitude

Order & Product Details

Category Name

Department Name

Product Name

Order Item Quantity

Product Price ($)

Order Item Discount ($)

Discount Rate (0–1)

Item Profit Ratio

Order Item Total ($)

Sales per Customer ($)

Benefit per Order ($)

Order Profit per Order ($)

Product Status

Location & Time

Order City

Order Country

Order Region

Order State

Order Month (1–12)

Order Day of Week (0=Mon)

🔑 MLOS API Credentials

API Key

Access Token

Prediction Result

Enter your inputs and click Predict to get a risk classification.

Raw Model Response

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⚠️ Predictions are AI-generated based on historical training data. Results should be reviewed by a qualified logistics professional before acting on them. This model does not account for real-time external events (weather, strikes, etc.).

Key Risk Drivers

🚚 Shipping Mode — Standard Class carries the highest delay rate

📅 Scheduled Days ≥ 4 — Strong predictor of late delivery

🌍 LATAM / Africa / Pacific Asia — Higher geographic risk tiers

💰 Low Profit Ratio — Correlates with delayed, at-risk orders

📦 High Order Quantity — Increases fulfillment complexity