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where and the joint binary entropy of the sensors is given by (14).
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follows from the fact that the term is maximized under the constraint for values and and the maximum value of the term is ; follows from the concavity property of the binary entropy function; follows from the fact that the binary entropy function is a monotone increasing function in the interval between and, and.
For each dendrogram, a horizontal line whose distance from the leaves of the tree is meant to represent a threshold of biological significance, defines a partition of the samples into a number of clusters, each of which has associated binary entropy related to the homogeneity of its class labels.
where H b is the binary entropy function and p l is the bit error probability.
A modifiable coefficient can hold as many bits as the entropy of the binary alphabet associated to its group : (14).
The detailed procedure for calculating the entropy of the coarse-grained binary sequences can be found in the caption of Figure 1.
Most gene selection schemes are based on binary discrimination using rank-based schemes [ 9], such as information gain, which reduces the entropy of the class variables given the selected attributes.
As the entropy of the cooling body decreases, the entropy of the surrounding air increases.
So we have entropy of the gas, that's greater than the entropy of the liquid.
Figure 5: Entropy of the encoded thermal states.
In fact, the increase in entropy of the air is greater than the decrease in entropy of the cooling body.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com