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- W3149747767 abstract "In this paper, we propose an error estimation method based on the Bhattacharyya distance for multimodal data. First, we try to find the empirical relationship between the classification error and the Bhattacharyya distance. Then, we investigate the possibility to derive the error estimation equation based on the Bhattacharyya distance for multimodal data. We assume that the distribution of multimodal data can be approximated as a mixture of several Gaussian distributions. Experimental results with remotely sensed data showed that there exist strong relationships between the Bhattacharyya distance and the classification error and that it is possible to predict the classification error using the Bhattacharyya distance for multimodal data." @default.
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- W3149747767 date "2002-01-01" @default.
- W3149747767 modified "2023-09-24" @default.
- W3149747767 title "Error Estimation Based on the Bhattacharyya Distance for Classifying Multimodal Data" @default.
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