Patent ID: 11954309
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A system comprising:
a termination module implemented at least partially in hardware of a computing device to:
receive interaction data describing prior interactions of a plurality of training entity devices;
receive input data describing a user input defining a period of time for predicting occurrences of events;
determine a subset of data from the interaction data, the subset of data determined using time-stamps of the prior interactions and the subset of data describing prior interactions of the plurality of training entity devices within a prior time period equal to the period of time for predicting occurrences of events;
generate training data from the subset of data, the training data including indications of a recency and a frequency of the prior interactions within the prior period of time for each of the plurality of training entity devices;
train a classification model to predict the occurrences of events using the training data; and
generate an event score using the trained classification model, the event score indicating a probability of an event occurrence for an entity device within the period of time as exceeding a maximum event threshold that defines an accepted level of terminations of an entity-to-entity subscription service.