Artificial intelligence in health care
  • 2018 № 4 Black box problem overcoming in medical applications of machine learning

    A new interface for machine learning predicting models is proposed. Approach is based on optimal valid partitioning (OVP) technique and the modified method of statistically weighted syndromes (LSWR). The interface allows you to overcome the problem of “black box” illustrating prediction process by scatter plots, ROC curves and informative indicators ranking

    Authors: Kuznetsova A. V. [2] Senko. O. V. [2] Kuznetsova Ju. O. [1]

    Tags: forecasting2 machine learning4

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