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Clustering

Clustering. Slides by Eamonn Keogh (UC Riverside). What is Clustering?. Also called unsupervised learning , sometimes called classification by statisticians and sorting by psychologists and segmentation by people in marketing. Organizing data into classes such that there is

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761 views • 62 slides

Clustering

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761 views • 62 slides

Organizing data into classes such that there is high intra-class similarity

What is Clustering?. Also called unsupervised learning , sometimes called classification by statisticians and sorting by psychologists and segmentation by people in marketing. Organizing data into classes such that there is high intra-class similarity low inter-class similarity

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713 views • 61 slides

Hierarchical Clustering

Hierarchical Clustering. Two Types of Clustering. Partitional algorithms: Construct various partitions and then evaluate them by some criterion Hierarchical algorithms: Create a hierarchical decomposition of the set of objects using some criterion. Partitional. Hierarchical.

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290 views • 17 slides

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Single linkage nearest neighbor - PowerPoint PPT Presentation

Clustering

Clustering

Organizing data into classes such that there is high intra-class similarity

Hierarchical Clustering