Research on operating characteristics of multiclass receiver in machine learning / 生物医学工程学杂志
Journal of Biomedical Engineering
;
(6): 170-174, 2012.
Article
in Chinese
| WPRIM
| ID: wpr-274879
ABSTRACT
The Receiver Operating Characteristic (ROC) curve has become a standard tool for the analysis and comparison of binary classifiers when the costs of misclassification are unknown. In fact ROC curve has replaced the correct rate or error rate. Extending this to the multiclass case has recently become a growing topic of interest. The conceptions and application of ROC curve are expounded. The history and some algorithms of the multi-class ROC surface are given in detail in this paper. Finally research trends of the multi-class ROC surface are approximating computing and visualization.
Full text:
Available
Index:
WPRIM (Western Pacific)
Main subject:
Algorithms
/
Artificial Intelligence
/
ROC Curve
Type of study:
Prognostic study
Language:
Chinese
Journal:
Journal of Biomedical Engineering
Year:
2012
Type:
Article
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