McGinn IP Law Group, PLLC
System, method and computer program product for evaluation and identification of risk factor
A method, system, and computer program product, include obtaining a plurality of training sets of samples and a plurality of testing sets of samples from a data set of clinical records, the plurality of training sets of samples and the corresponding plurality of testing sets of samples including different samples of the data set, determining statistical significance for a plurality of risk factors of a model from the plurality of training sets of samples, determining a plurality of performance metrics of the model from the plurality of testing sets of samples, and determining an evaluation metric of the plurality of risk factors for the model based on the statistical significance and the plurality of performance metrics, the evaluation metric being for improving accuracy of the model.
INTERNATIONAL BUSINESS MACHINES CORPORATION
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G16H G16H G16H
inventional inventional inventional
Gang Jingjing Zhaonan Haifeng Xiang Guo Tong
Hu Tao Sun Liu Li Xie