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Comdia Plus : An Interactive Visual Analytics System For Comparing, Diagnosing, And Improving Multiclass Classifiers

2019 IEEE PACIFIC VISUALIZATION SYMPOSIUM (PACIFICVIS 2019), pp.313-317, (2019)

Cited by: 3|Views95
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Abstract

Performance analysis is essential for improving classification models. However, existing performance analysis tools do not provide actionable insights such as the cause of misclassification. Machine learning practitioners face difficulties such as prioritizing model, looking over confusion between classes. In addition, existing performanc...More

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Author
Chanhee Park
Chanhee Park
Jina Lee
Jina Lee
Hyunwoo Han
Hyunwoo Han
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