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» Benchmarking Data Mining Algorithms
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KDD
1997
ACM
243views Data Mining» more  KDD 1997»
15 years 6 months ago
Development of Multi-Criteria Metrics for Evaluation of Data Mining Algorithms
Gholamreza Nakhaeizadeh, Alexander Schnabl
116
Voted
ICDM
2003
IEEE
127views Data Mining» more  ICDM 2003»
15 years 7 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
122
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KDD
2001
ACM
216views Data Mining» more  KDD 2001»
16 years 2 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