Black box problem overcoming in medical applications of machine learning

Published: 2018-09-28

    Artificial intelligence in health care
  • 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 learning5

Articles
7

Authors
27

Pages
80

Last issues

Archive >
2019

«ВиИТ» №3 2019

Дата выпуска: 2019-09-14

20

«ВиИТ» №2 2019

Дата выпуска: 2019-06-10

41

«ВиИТ» №1 2019

Дата выпуска: 2019-04-02

100

2018

«ВиИТ» №itm 2018

Дата выпуска: 2018-05-05

136