MUMBAI, India, April 10 -- Intellectual Property India has published a patent application (202441076571 A) filed by Hewlett Packard Enterprise Development Lp, Spring, U.S.A., on Oct. 9, 2024, for 'meta-data centric approach for predicted class reassignment.'
Inventor(s) include Sesha, Madhusoodhana Chari; Surendran, Pradeep Kumar; Anshuman, Ankush; Jain, Akshay; and Thankamony Somanathan, Surya.
The application for the patent was published on April 10, under issue no. 15/2026.
According to the abstract released by the Intellectual Property India: "Systems and methods are provided for reassigning classifications based on performance metrics obtained from prior instances of classifications. Examples include obtaining performance metrics of instances of classifications performed by a classification model in classifying data samples and generating a confusion matrix for the classification model that clusters the instances of classifications into a plurality of groups. For each group of the plurality of groups, examples derive a threshold from the performance metrics for instances of data samples constituting the respective group. The examples determine whether or not a classification predicted for an input data sample is correct based on a prediction performance metric of the predicted classification and one or more of the thresholds for the plurality of groups of the confusion matrix. Examples can update the predicted classification based on the determination."
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