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There's a data dimension to the company that can now actually be talked about".
Whereas the DKM has a constant computation time independent of the data dimension, it increases with the data dimension for the proposed algorithms.
This method preserves the polarimetric information and reduces the data dimension.
For increasing data dimension, the error rates for all considered algorithms decreases continuously.
The model built in this paper is based on a large data dimension.
Fig. 5 Error rate as a function of the data dimension.
The core idea of using GA was to simultaneously reduce the data dimension and optimize the classifier performance.
From PCA, five major principal components were extracted which perfectly reduced the data dimension and indicated possible anthropogenic sources.
Second, the dictionary size cannot be bigger than the data dimension because the eigenvectors are assumed to be orthogonal.
This factor is an advantage because it reduces the data dimension to 1D with significant reduction in computer power demands.
This can be attributed to data dimension reduction by PCA algorithm, which eliminates interferences by irrelevant factors.
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