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SaM

SaM
Version: 3.0
Platforms: Windows

Categories: Graphic Design Software
Upload Date: 25 Jan 15
Developer: Christian Borgelt
Distribution Type: Freeware
Downloads: 2
File Size: 201 Kb
Free Download SaM 

Rating: 0.0/5 (Total votes: 0)


 

SaM is a program to find frequent item sets (also closed and maximal) with a split and merge algorithm (Split and Merge), which combines a depth-first traversal of the subset lattice with a horizontal transaction representation. The main strength of this algorithm is not its speed (although it is not slow, but even outperforms apriori and eclat on some data sets), but the simplicity of its structure. Basically all the work is done in one recursive function of about fairly few lines of code. In addition, it only uses a simple array as the only data structure.

 
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Other Windows Software of Developer «Christian Borgelt»:

EclatEclat
Eclat is a simple application specially designed to help you find frequent item sets (also closed and maximal) with the eclat algorithm, which carries out a depth first search on the subset lattice and determines the support of item sets by intersecting tr
SeqwogSeqwog
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. There must not be ot
RElimRElim
RElim is 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. Basically all the work is done in one recursive function of fairly few lines of code. Fe
FPgrowthFPgrowth
FPgrowth is a program to find frequent item sets (also closed and maximal) with the fpgrowth algorithm (frequent pattern growth, Han et al 2000), which represents the transaction database as a prefix tree which is enhanced with pointers that organize the n
ARuleGUIARuleGUI
ARuleGUI is a graphical user interface for the apriori program. It contains a simple viewer to display the rules in a table and supports sorting them according to consequent, size, support, confidence, lift value, and additional evaluation.
JIMJIM
JIM is a program to find Jaccard item sets with an extension of the Eclat algorithm. In analogy to frequent item set mining, where one tries to find item sets the support of which exceeds a user-specified threshold (minimum support) in a database of transa
IsTaIsTa
IsTa is a program to find closed frequent item sets by intersecting transactions (Intersecting Transactions), which is based on the insight that an item set is closed if it is the intersection of all transactions that contain it. Such an approach can be hi
AprioriApriori
Apriori is a program to find association rules and frequent item sets (also closed and maximal) with the Apriori algorithm (Agrawal et al. 1993), which carries out a breadth first search on the subset lattice and determines the support of item sets by subs
SODIMSODIM
SODIM is a program to find fault-tolerant (or approximate or fuzzy) frequent item sets (also closed and maximal) with the SODIM algorithm.
CarpenterCarpenter
Carpenter is a program to find closed frequent item sets with the carpenter algorithm (Pan et al. 2003), which enumerates transaction sets, in contrast to many other frequent item set mining algorithms, which enumerate item sets. Such an approach can be hi

» show all

 
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Supported Operating Systems:
Windows 2000 |  Windows 2003 |  Windows 7 |  Windows 98 |  Windows Me |  Windows NT |  Windows Vista |  Windows XP | 
 

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