公开(公告)号：US20240420022A1

公开(公告)日：2024-12-19

申请号：US18582246

申请日：2024-02-20

Applicant: Samsung Electronics Co., Ltd.

Inventor： Ritesh SINGH ,  Kalgesh SINGH ,  Mohd Amir ANSARI

IPC: G06N20/00

Abstract: A system and method for predicting a set of probable classes for test data is described. The method comprises retrieving, from a memory a training dataset, a plurality of classes, and a plurality of corresponding training feature vectors for each of the plurality of classes. The method comprises receiving an input indicative of a target probability required for the test data. The method comprises determining a set of membership probabilities for the test data that include a corresponding membership probability associated with each of the plurality of classes, the corresponding membership probability being indicative of a probability of the test data belonging to a corresponding class of the plurality of classes. The method comprises determining, based on the input and the set of membership probabilities, the set of probable classes, from the plurality of classes, for the test data.