Recently, Alibaba research intern Zhang Xue Zhou, ants gold dress advanced algorithms expert Lou Yinzhuan write papers "Axiomatic Interpretability for Multiclass Additive Models" was selected Global Data Mining detailed interpretation of the premier meeting KDD 2019, for the thesis of this article. Papers Address: https://www.kdd.org/kdd2019/accepted-papers/view/axiomatic-interpretability-for-multiclass-additive-models
Foreword
Explanatory model is an important topic of machine learning research. Here the object of our study is generalized additive models (Generalized Additive Models, referred GAMs). GAM under interpretative demanding medical scene has been widely used [1].
GAM as a completely white-box model provides a ratio of the (generalized