For some purposes, a bilateral measure such as the mutual information or category utility is more appropriate than the cue validity.
42.
The redundancy of all features in the set is the average value of all mutual information values between the feature and the feature:
43.
Thus, AMI is the optimisation function, and merges are chosen such that they incur the least loss in global mutual information.
44.
Pearson's correlation coefficient, Mutual Information, regression, and combination of partial correlation and mutual information have also been used.
45.
Pearson's correlation coefficient, Mutual Information, regression, and combination of partial correlation and mutual information have also been used.
46.
Common examples of image similarity measures include cross-correlation, mutual information, sum of squared intensity differences, and ratio image uniformity.
47.
In information theory there have been various attempts over the years to extend the definition of mutual information to more than two random variables.
48.
Another way to look at the data is to think about mutual information, which is a measure of independence between the two variables.
49.
The mutual information of QAM can be evaluated in AWGN channel capacity, which is the supremum among all possible choices of symbol statistical distributions.
50.
In 1997, Robert Ulanowicz used information theory tools to describe the structure of ecosystems, emphasizing mutual information ( correlations ) in studied systems.
