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We also compare the distributions in terms of the symmetric Kullback Leibler divergence (K L divergence) and the Earth Mover's Distance, two other measures which compute the 'distance' between two distributions.
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On the one hand, we prove that almost surely, for large dimension, there is no eigenvalue of a Hermitian polynomial in independent Wigner and deterministic matrices, in any interval lying at some distance from the supports of a sequence of deterministic probability measures, which is computed with the tools of free probability.
This measure, which we compute as the difference in interest rates between corporate bonds and 10-year Treasury bonds, fell from four points at the end of November to 3.3 points at the end of January, according to figures from Moody's.
Thus, even though we know the factor prices prevailing at each period, we cannot compute these measures, which are defined by the unknown ULC functions.
A new pair-wise measure, which is computed between pairs of patterns rather than pairs of classifiers, is also proposed for two-class problems.
However, the ERD peak score, which heuristically quantifies an oscillatory phenomenon in the cleaned data, is not as sensitive as the dipolarity measure, which is computed on the source signals.
Performances obtained with the full filtering method based on GMM (GMM+DDA-3xRT) and on MLP (MLP+DDA-3xRT) are reported in Table 2 in terms of the F- measure, which is computed as the harmonic mean of the recall and the precision: (10).
BP-MLL is also quite good in the ranking measures (apart from one-error) and in the micro and macro averaged AUC measures, which indicates that it also computes good estimates of the probability of relevance for each label.
The authors computed five complexity measures which were broadly representative, aiming to determine the correlations and differences between measures of complexity used in EEG signals study.
L2-regularity is proved, and essential spectra are computed with respect to a family of boundary measures which includes surface measure.
We use the Silhouette coefficient (Tan et al., 2005), which computes a measure of quality that considers both cohesion (how similar the points in a cluster are) and separation (how different the clusters are).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com