Patent ID: 11886964
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 4:
5. The method of claim 1, wherein training the machine-learning model using the subset of the training dataset includes:
identifying a first previous user-device action of the subset performed by a previous user during a first time point of the time window;
identifying a second previous user-device action of the subset performed by the previous user during a second time point of the time window, wherein the second time point is at a subsequent time relative to the first time point;
applying the machine-learning model to the first and second previous user-device actions to generate another output including another categorical value that represents another predicted user-engagement level of the previous user in response to the presentation of the future interactive content;
comparing the other output with the target label associated with the second previous user-device action; and
modifying, based on the comparison, one or more hyperparameters associated with the machine-learning model.