3D ROC Histogram: A New ROC Analysis Tool Incorporating Information on Instances

While Receiver Operator Characteristic (ROC) curves have been a standard tool in the design and evaluation of binary classification problems, they have sometimes been blamed for ignoring some vital information in the evaluation process, such as predicted scores and the amount of information about th...

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Bibliographic Details
Main Authors: Rui Guo, Xuanjing Shen, Xiaoli Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8932364/