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» Cascade Evaluation of Clustering Algorithms
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148
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ALGORITHMICA
2011
14 years 6 months ago
Exact Algorithms for Cluster Editing: Evaluation and Experiments
Sebastian Böcker, Sebastian Briesemeister, Gu...
FLAIRS
2007
15 years 2 months ago
Improving Cluster Method Quality by Validity Indices
Clustering attempts to discover significant groups present in a data set. It is an unsupervised process. It is difficult to define when a clustering result is acceptable. Thus,...
Narjes Hachani, Habib Ounelli
81
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KDD
2004
ACM
103views Data Mining» more  KDD 2004»
16 years 2 days ago
An objective evaluation criterion for clustering
We propose and test an objective criterion for evaluation of clustering performance: How well does a clustering algorithm run on unlabeled data aid a classification algorithm? The...
Arindam Banerjee, John Langford