Radar Chart for Estimation Performance Evaluation

Radar Chart for Estimation Performance Evaluation

Comprehensive measures for the estimation performance evaluation (EPE) has become increasingly prominent. This paper proposed a new radar chart evaluation method to measure the estimation performance. Firstly, the new radar chart index, which is composed of several popular incomprehensive measures,...

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Veröffentlicht in:IEEE access 2019, Vol.7, p.113880-113888
Hauptverfasser: Peng, Weishi, Li, Yinghong, Fang, Yangwang, Wu, Yun, Li, Qing
Format: Artikel
Sprache:eng
Schlagworte:
decision support systems
Estimation
Estimation algorithms
estimation performance evaluation
Fans
Indexes
Measurement uncertainty
Performance evaluation
Radar
radar chart
Radar measurements
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Beschreibung
Zusammenfassung:Comprehensive measures for the estimation performance evaluation (EPE) has become increasingly prominent. This paper proposed a new radar chart evaluation method to measure the estimation performance. Firstly, the new radar chart index, which is composed of several popular incomprehensive measures, are presented, and the method of the weight of the each index is calculated based on vector ranking method. Secondly, the new comprehensive measures for the EPE is designed according to the fan area and the fan arc length. Finally, two cases study are provided to verify the effectiveness of this method.
ISSN:2169-3536
2169-3536
DOI:10.1109/ACCESS.2019.2933659