Student score prediction system and method based on interpretable model and related equipment

The invention discloses a student score prediction system and method based on an interpretable model and related equipment, and the system comprises an input module, a standardization processing module and a final overall prediction model module, and is used for collecting student information and carrying out the standardization processing; constructing a student score prediction model, and carrying out iterative updating on the student score prediction model to obtain a final overall prediction model; according to student information to be predicted, factors needing to be paid attention to student evaluation and score improvement are given through the final overall prediction model. The student academic record prediction method is accurate in student academic record prediction and high in robustness. 本发明公开了一种基于可解释模型的学生成绩预测系统方法及相关设备，包括输入模块、规范化处理模块、最终整体预测模型模块，采集学生信息并进行规范化处理；构建学生成绩预测模型，对学生成绩预测模型进行迭代更新得到最终整体预测模型；根据待预测的学生信息通过最终整体预测模型给出学生评价以及提升成绩所需注意的因素。本发明学生学习成绩预测精确，鲁棒性高。