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Good Classification Measures and How to Find Them
Several performance measures can be used for evaluating classification results: accuracy, F-measure, and many others.
The Hyperspherical Geometry of Community Detection: Modularity as a Distance
In that sense, modularity-based community detection methods can be seen as a subclass of a more general class of projection methods, which we define as the community detection methods that adhere to the following two-step procedure: first, mapping the network to a point on the hypersphere; second, projecting this point to the set of clustering vectors.
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