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Data of dimensions B hlk for MCC samples with different water content and crystallinity are presented in Table 3.
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Other case: To save the paper space, we only list the data of dimension of 9000, and the remaining data are listed in the attachment.
Remarkably, we find that for data of dimension > 10, a nearest neighbor graph with 1000 nodes is almost always fully connected with d = 2 neighbors.
It is robust to perturbations of input data, independent of dimensions and coordinates, and provides a compact representation of the qualitative features of the input.
By using single NN configuration, it means that the NN training dataset contains the data of 24 dimensions of log-melspectral features and the NN training generalized the RTF of these 24 feature dimensions.
With the system SemanticPrism, the analyst is able to see and compare data of different dimensions at multiple granularities.
Raw data of tumor dimensions by day.
Even for data of smaller dimensions, the graph can be connected with at most 4 neighbors.
TSFS data set of dimension, sample × wavelength × Δλ, was unfolded along the first mode to obtain the unfolded TSFS data set.
PCA [29] is used to recognize patterns in data of high dimension.
The proposed method is sufficiently fast to analyze large survey data of high dimension within seconds.
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