Mutual Information as a Performance Measure for Binary Predictors Characterized by Both ROC Curve and PROC Curve Analysis

The predictive receiver operating characteristic (PROC) curve differs from the more well-known receiver operating characteristic (ROC) curve in that it provides a basis for the evaluation of binary diagnostic tests using metrics defined conditionally on the outcome of the test rather than metrics de...

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Bibliographic Details
Main Authors: Gareth Hughes, Jennifer Kopetzky, Neil McRoberts
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/22/9/938