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The relevance measure based on the symmetrical uncertainty is the most selective, which is reflected in a more sustained accuracy rate (Figure 7D), compared with the fast declination of the performance shown in Figure 7C, where the linear correlation relevance measure is considered.
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Given the fact that VAS showed very little variance, this correlation's relevance should be interpreted with caution.
There was only a weak correlation between relevance for personal learning goals and subjective evaluation of teaching quality or content of the course modules (r = 0.41, n = 123).
The article by Gilbert and colleagues [ 10] clarifies, for the first time, the clinical correlation and relevance of loss of HOXA9 and breast tumorigenesis.
Particularly, redundancy is measured by a new regularized version of the coefficient of multiple correlation and relevance is measured by a highly robust correlation coefficient based on the least weighted squares regression with data-adaptive weights.
These studies show the random walk is well-adapted to genome studies in interaction networks and can be used to define distances between nodes that reflect correlation or relevance of interaction between nodes.
Aiming to identify such correlations, the Relevance Networks (RN) method, initially proposed by Butte et al [ 11], was employed.
They evaluated relevance (correlation) networks (RNs), Gaussian graphical models (GGMs /partial correlation networks and Bayesian networks, and showed that on small datasets (100 examples) Bayesian networks outperform GGMs and RNs for interventional data.
The correlation r between Relevance and Inspiration ranged between 0.84 0.90.
Much recent philosophical attention has been given to the transition from correlation to causal relevance.
Filtering-based methods, which are more cost efficient, rely on extracting and comparing the inherent properties of features such as relevance, correlation, and mutual information.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com