Compare Prediction Results

This page is accessed via Logistics Machine Learning > Machine Learning Results > Prediction Results. Search for and select prediction results and click Compare Prediction Results.

Note: The actions Load Data into Analytics, Export to Machine Learning Service, and Perform Training must be completed before running this action.

Prerequisites: Several properties must be set for this action to work. They include the URL of the Oracle Machine Learning cloud Service and log in details.

The action shows you the machine learning service predictions for all of the selected shipments so you can compare them side-by-side.

When you run this action, the Shipment Prediction page opens and may include the following information:

• Project ID
• Scenario ID
• Shipment ID
• Event ID (depending on the Scenario Object Model Type selected on the Perform Prediction input scren): This is the tracking event ID.
• Status: ACCEPTED, PROCESSING, COMPLETED, or FAILED
• Model Accuracy: This is the accuracy of the prediction displayed in a percentage.
• Predictions: This column lists the predicted transit time (09H 00M 00S) of the shipment.
• Prediction Low Value: This field displays the ideal transit time (08H 30M 00S) if there are no shipment delays.
• Prediction High Value: This field displays the transit time (09H 30M 00S)  If there is are shipment delays.

Click the arrow to view more shipment details, such as the planned, predicted, and actual values for the following:

• Start Time
• End Time
• Transit Time, and
• Deviation (between the planned and predicted values versus the shipment actuals).