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Cluster similarity group average - PowerPoint PPT Presentation

Unsupervised learning & Cluster Analysis: Basic Concepts and Algorithms

Unsupervised learning & Cluster Analysis: Basic Concepts and Algorithms. Assaf Gottlieb. Some of the slides are taken form Introduction to data mining, by Tan, Steinbach, and Kumar. What is unsupervised learning & Cluster Analysis ?.

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1.36k views • 92 slides

Hierarchical Clustering

Hierarchical Clustering. Produces a set of nested clusters organized as a hierarchical tree Can be visualized as a dendrogram A tree like diagram that records the sequences of merges or splits. Strengths of Hierarchical Clustering. Do not have to assume any particular number of clusters

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540 views • 27 slides

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Cluster similarity group average - PowerPoint PPT Presentation

Unsupervised learning &amp; Cluster Analysis: Basic Concepts and Algorithms

Hierarchical Clustering

Unsupervised learning & Cluster Analysis: Basic Concepts and Algorithms