Patent ID: 11875367
Assignee: KINAXIS INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 5:
6. The computer-implemented method of claim 1, wherein after forecasting following receipt of the first forecast request, the method further comprises:
evaluating, by the processor, a forecast accuracy of the forecast against incoming processed historical product data; and
when the forecast accuracy falls below the second threshold,
training, by the processor, the plurality of machine learning models on a first portion of an expanded data set, the expanded data set comprising the incoming processed historical product data and the processed historical data;
validating, by the processor, a selected machine learning model on a second portion of the expanded data set; and
retraining, by the processor, the selected machine learning model on a sum total of the first portion of the expanded data set and the second portion of the expanded data set.