Order dependence - PowerPoint PPT Presentation

Classification Algorithms – Continued

Classification Algorithms – Continued. Outline. Rules Linear Models (Regression) Instance-based (Nearest-neighbor). Generating Rules. Decision tree can be converted into a rule set Straightforward conversion: each path to the leaf becomes a rule – makes an overly complex rule set

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BIRCH: Balanced Iterative Reducing and Clustering Using Hierarchies

BIRCH: Balanced Iterative Reducing and Clustering Using Hierarchies. A hierarchical clustering method. It introduces two concepts : Clustering feature Clustering feature tree (CF tree) These structures help the clustering method achieve good speed and scalability in large databases.

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1.94k views • 30 slides

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