Intellectual Property India Publishes Patent Application for Hybrid Ensemble System And Method For Student Academic Performance Prediction With Factor- Wise Shap Attribution

MUMBAI, India, Nov. 6 -- Intellectual Property India has published a patent application (202641128842 A) filed by Christ University on October 28, 2026, for Hybrid Ensemble System And Method For Student Academic Performance Prediction With Factor- Wise Shap Attribution.

Inventors include Sumin Samuel Sybol; and Dr. Shilpa Srivastava.

The application for the patent was published on November 06, 2026, under issue no. 45/2026.

Abstract: The invention relates to educational predictive computing. A processor executes instructions to validate original-format student records and invoke a single callable prediction object comprising an encoding pipeline and a hybrid model module that averages performance-level probabilities from different traine...