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Advance Statistical Method CIT 6093 ARKANSAS STATE UNIVERSITY Department of

Dr. Ahmad Syamil. Advance Statistical Method CIT 6093 ARKANSAS STATE UNIVERSITY Department of Computer & Information Technology Fall 2005. Chapter Thirteen. OBJECTIVES. POINT IN SPACE TECHNICAL DESCRIPTION IMPLEMENTATION SEGMENTATION. PARTITION CLUSTERING.

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Advance Statistical Method CIT 6093 ARKANSAS STATE UNIVERSITY Department of

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  1. Dr. Ahmad Syamil Advance Statistical Method CIT 6093 ARKANSAS STATE UNIVERSITY Department of Computer & Information Technology Fall 2005 Chapter Thirteen

  2. OBJECTIVES • POINT IN SPACE • TECHNICAL DESCRIPTION • IMPLEMENTATION SEGMENTATION

  3. PARTITION CLUSTERING Partition Methods Break the Observation into Distinct Non-Overlapping Groups. Cont’d…

  4. PARTITION CLUSTERING Technical Description • Starting Procedure • Cluster Seeds • Initial Sorting • Iterative Portioning • k-Means Computation Procedures Cont’d…

  5. PARTITION CLUSTERING Implementing Segmentation Results… • Strategic Level • Product or Service Line • Corporate Communications • Company Reorganization • Operating Level Cont’d…

  6. PARTITION CLUSTERING Comparisons • BMDP • SAS • SPSS Cont’d…

  7. PARTITION CLUSTERING Example Comparison Among Clustering for Cat Food

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