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The opposite of single linkage is complete linkage clustering (furthest neighbor method), which sets the similarity between two groups equal to the smallest similarity between an individual of one cluster and an individual of another cluster.
Also, to avoid generating wrong examples, only the ones with the largest and smallest similarity values are used, which correspond to the most confident predictions of the unsupervised direct method.
Similar(58)
Two traffic flow patterns (two time series of traffic flows arising from two different days) are said to be "similar" if the distance between them is small; similarity thus depends on how the metric or distance between two time series of traffic flows is defined.
Highly similar library compounds are assigned a top rank, whereas molecules with a small similarity to the query molecule are assigned a low rank.
The more missed (false negative) or misinterpreted (false positive) features the output structure has, the smaller similarity score will become.
There are no available rules, therefore we can subjectively conclude to a small similarity or its substitution with dissimilarity.
If the two node labels are identical, then the first part defines a small similarity value contribution due to identical node labels: 0<ε<0.5.
The two jasmine compounds however have different magnitudes for some of the moments, and result in a smaller similarity value (the correlation coefficient of 0.78).
The compound data sets with the highest structural diversity (e.g., smaller similarity values) were, in general, the carcinogenic compounds (e.g., median MACCS keys/Tanimoto similarity of 0.229) followed by GRAS.
Note that it gives a small similarity as node equality to avoid zero matching value because of multiplication of recursive algorithm in case if all sub-trees matching value is zero.
Though he wanted it to be his own unique record, which contains a small similarity, to which Jam and Lewis created "Can U Help Me".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com