Conformal Decision Rules

被引：0

作者：

Abdelqader, Husam ^{[1
]}

Smirnov, Evgueni ^{[1
]}

Pont, Marc ^{[2
]}

Geijselaers, Marciano ^{[2
]}

机构：

[1] Maastricht Univ, Maastricht, Netherlands

[2] Integrin, Geleen, Netherlands

来源：

CONFORMAL AND PROBABILISTIC PREDICTION WITH APPLICATIONS, VOL 179 | 2022年 / 179卷

关键词：

Classification; Inductive Conformal Prediction; Rule Learning;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper proposes conformal decision rules. They are defined as decision rules with their own conformal predictors. Given a test instance, conformal decision rules provide a point prediction, an explanation, a p-value for that prediction plus a prediction set.

引用

页数：3

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