Patent ID: 11928593
Assignee: FORTINET, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. The method of claim 1, wherein the selected, unlabeled data element is a first selected, unlabeled data element; wherein the non-selected set of unlabeled data elements is a first non-selected set of unlabeled data elements; wherein the subset of the non-selected set of unlabeled data elements is a first subset of the non-selected set of unlabeled data elements; wherein the merged, unlabeled dataset is a first merged, unlabeled dataset; wherein the union dataset is a first union dataset; wherein the expected performance value is a first performance value; and wherein the method further comprises:
selecting, by the processing resource, a second unlabeled data element from the set of unlabeled data elements to yield a second selected, unlabeled data element, wherein non-selected unlabeled data elements in the set of unlabeled data elements are a second non-selected set of unlabeled data elements;
selecting, by the processing resource, a second subset of the non-selected set of unlabeled data elements;
merging, by the processing device, the second selected, unlabeled data element with the second subset of the non-selected set of unlabeled data elements to yield a second merged, unlabeled dataset;
forming, by the processing device, a second union of the second merged, unlabeled dataset and the labeled dataset to yield a second union dataset; and
calculating, by the processing resource, a second expected performance value of the second union dataset.