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» Benchmarking Data Mining Algorithms
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KDD
1997
ACM
243views Data Mining» more  KDD 1997»
15 years 1 months ago
Development of Multi-Criteria Metrics for Evaluation of Data Mining Algorithms
Gholamreza Nakhaeizadeh, Alexander Schnabl
ICDM
2003
IEEE
127views Data Mining» more  ICDM 2003»
15 years 2 months ago
A High-Performance Distributed Algorithm for Mining Association Rules
Abstract. We present a new distributed association rule mining (D-ARM) algorithm that demonstrates superlinear speed-up with the number of computing nodes. The algorithm is the fi...
Assaf Schuster, Ran Wolff, Dan Trock
KDD
2001
ACM
216views Data Mining» more  KDD 2001»
15 years 10 months ago
Real world performance of association rule algorithms
This study compares five well-known association rule algorithms using three real-world datasets and an artificial dataset. The experimental results confirm the performance improve...
Zijian Zheng, Ron Kohavi, Llew Mason