Predictor neutralization in predictive data analysis systems

    公开(公告)号:US11954603B1

    公开(公告)日:2024-04-09

    申请号:US16850630

    申请日:2020-04-16

    IPC分类号: G06N5/02 G06N20/00

    CPC分类号: G06N5/02 G06N20/00

    摘要: There is a need for more effective and efficient predictive data analysis. Various embodiments of the present invention address one or more of the noted technical challenges. In one example, a method for generating a neutralized prediction model includes accessing an initial prediction model generated using an initial training data object, performing a randomized shuffling of the initial training data object to generate a shuffled training data object, generating randomized predictions by processing the shuffled training data object using the initial prediction model, performing a neutralization of the initial training data object to generate a neutralized training data object, and generating the neutralized prediction model based at least in part on the neutralized training data object and the randomized predictions.