Patent ID: 11972220
Assignee: ORACLE INTERNATIONAL CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 51:
52. The system of claim 42, wherein the enhanced logit value is the hyperparameter-optimized value, and wherein training the machine-learning model further includes:
accessing a subset of the training dataset, wherein the subset of the training dataset includes a subset of utterances, and wherein each utterance of the subset of utterances is associated with the unresolvable class;
generating a set of training logit values, wherein each training logit value of the set of training logit values is generated by applying the machine-learning model to a respective utterance of the subset of utterances;
determining the statistical value, wherein the statistical value represents the set of training logit values;
adjusting one or more hyperparameters of the machine-learning model to generate an optimized statistical value; and
setting the optimized statistical value as the enhanced logit value.