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As a result, users cannot obtain information on the intermediate values of the clustering algorithm.
The first number in each cell shows the NMI values of the clustering result on the original graph and the second number shows the NMI values of the clustering result on the graph after the outlier edges were removed.
In addition, we used point diagrams of convergence values of the clustering (Fig. 10) to check that the clusters within the same group did not differ markedly from each other.
We ran MCL with five different values of the clustering parameter, including the value used by Ensembl, to generate families with average amino acid similarities both higher and lower than the original data.
Three different values of the clustering parameter have been used.
Different values of the clustering parameter have been used.
Similar(47)
The resulting subspace contains dimensions in which the values of the cluster members are similar.
We then took the mean of all the conductance values of the clusters that an algorithm finds.
The analysis revealed that the dissimilarity values of the cluster pixels are significantly different from those of the original pixels.
Our developing tests displayed a poor performance with the traditional random choice of initial centroid's values of the clusters.
The main disadvantage of this method lies in its sensitivity to initial values of the cluster centroids.
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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