Table of Contents
Towards Data Mining Benchmarking: A Test Bed for Performance Study of Frequent Pattern Mining
Outline
What Is Frequent Pattern Mining?
Why Frequent Pattern Mining Important?
Comprehensive Performance Study and Benchmarking
What Is the Demo?
Testing Frequent Pattern Mining Methods
Mining Complete Set of Frequent Patterns
Mining Frequent Closed Itemsets
Mining Sequential Patterns
Mining Max-patterns
Performance Measurements
Data Sets for Testing
Performance Study Presentation
Mining Complete Set of Frequent Patterns on T10I4D100k
Mining Complete Set of Frequent Patterns on T25I20D100k
Mining Complete Set of Frequent Patterns on Connect-4
Mining Frequent Closed Itemsets on T25I20D100k
Mining Frequent Closed Itemsets on Connect-4
Mining Frequent Closed Itemsets on Pumsb
Mining Sequential Patterns on C10T2.5S4I1.25
Mining Sequential Patterns on C10T5S4I1.25
Mining Sequential Patterns on C10T5S4I2.5
Mining Sequential Patterns on C20T2.5S4I1.25
Mining Sequential Patterns on C20T2.5S8I1.25
The Architecture of the Open Test Bed
Features of The Test Bed
Conclusions
Acknowledgements
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