SHAP (SHapley Additive exPlanations)is a game theoretic approach to explain the output of any machine learning model. It connects optimal credit allocation with local explanations using the classic Shapley values from game theory and their related extensions (seepapersfor details and citations). ...
An Efficient Explanation of Individual Classifications using Game Theory 来自 Semantic Scholar 喜欢 0 阅读量: 465 作者:Štrumbelj, Erik,I Kononenko 摘要: We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from ...
control problem with game theory and explains theoretically while introducing a social welfare function and the factor of company's Load Rate.And finally,the paper explains the price control behavior of CAAC with the second-best theory,and summarizes the slowly reform model of air ticket management...
So, simply establishing why MindGeek could in theory viably explore the hentai gaming space does not necessarily say anything about why the company would take the gamble inherent in doing so. One obvious explanation for MindGeek’s foray into this space would be that it expected a hefty pay...
But most of the arguments for why this will happen fail to understand basic bargaining theory. That’s what this post is about. In sum, nominees exist that would make both parties better off than if they fail to fill the vacancy. Any legitimate argument for why the seat will remain ...
What evolutionary game theory is Game theory is the formal study of strategic interactions — situations in which the best choice or action depends on the choices or actions of others. In its original formulation, it focused on the choices of hypothetical “ideally rational agents” who can be ...
We propose a formal framework for interpretable machine learning. Combining elements from statistical learning, causal interventionism, and decision theory
This study applies the conceptual framework of game theory to analyze the conflict between individual and societal interests that is inherent to the decision problem of initiating an empirical antibiotic treatment. The problem is clear when the physician focuses on the well-being of a single present...
The rational choice theory is based on this idea that people rationally pursue goals for increasing their personal interests. Here, we present a new concept of rational choice as a hyper-rational choice in which the actor thinks about profit or loss of other actors in addition to his personal...
The aim of this book is to contribute to the philosophy of the theory of games by offering internal as well as external investigations of game theory. The internal investigations were reported in the first three chapters, especially in the discussions in Chapters 2 and 3, and in places made ...