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Graphics / CAD / Eclat for Linux 3.76
Eclat for Linux 3.76
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Eclat for Linux 3.76 Description
A program to find frequent item sets (also closed and maximal as well as generators) with the eclat algorithm (Zaki et al.
A program to find frequent item sets (also closed and maximal as well as generators) with the eclat algorithm (Zaki et al. 1997), which carries out a depth first search on the subset lattice and determines the support of item sets by intersecting transaction lists. The current version of this program can only find frequent item sets, not association rules. It does not support the item clustering described by (Zaki et al. 1997), but it does support diffsets (Zaki and Gouda 2003) and several other algorithm variants.
A paper that describes some implementation aspects of an earlier version of this program (note that due to a complete redesign in version 3.0, this description does not fit the program anymore):
Efficient Implementations of Apriori and Eclat
Christian Borgelt.
Workshop of Frequent Item Set Mining Implementations (FIMI 2003, Melbourne, FL, USA).
fimi_03.pdf (304 kb) fimi_03.ps.gz (197 kb) (9 pages)
OS: Linux
Tags: Find Frequent Item Sets - Frequent Item Sets Finder - Eclat Algorithm Implementation - Find - Finder - Implement
User Reviews of Eclat for Linux
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Seqwog 1.42 Seqwog is a command prompt application specially designed to help you find frequent sequences without gaps in their occurrences. That is, the items of the frequent subsequences must always be consecutive in the underlying transactions... Download
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Apriori for Linux 5.73 A program to find association rules and frequent item sets (also closed and maximal as well as generators) with the Apriori algorithm (Agrawal et al... Download
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RElim 3.54 A program to find frequent item sets (also closed and maximal) with the relim algorithm (recursive elimination), which is inspired by the FP-growth algorithm, but does its work without prefix trees or any other complicated data structures... Download