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Optimal Dimensionality of Metric Space for Classification
Xiangyang Xue
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Oznake: computer science;machine learning;clustering;kernel methods;support vector machines;preprocessing
For large-scale classification problems, the training samples can be clustered beforehand as a downsampling pre-process, and then only the obtained clusters are used for training. Motivated by such assumption, we proposed a classification algorithm, Support Cluster Machine (SCM), within the learning ...
Leto: 2007 Vir: videolectures.net
Št. zadetkov: 1
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