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FPgrowth for Windows

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Editors’ Review

Download.com staff
This program efficiently finds frequent, closed, and maximal item sets using the FPgrowth algorithm. It processes transaction databases via a projected prefix tree for recursive search and pruning.

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FPgrowth 0/1

  • Pros

    • Implements the FPgrowth algorithm for frequent item set mining.
    • Supports finding closed and maximal item sets.
    • Utilizes a prefix tree enhanced with pointers.
    • Includes alpha-pruning from FP-Bonsai techniques.

  • Cons

    • Documentation is minimal, primarily a developer description.
    • User interface details are absent.
    • No information on performance benchmarks or scalability.
    • Specific application examples are not provided.
Icon of program: FPgrowth

FPgrowth for Windows

Download now

Used FPgrowth for Windows?

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Full Specifications

GENERAL
Release
Latest update
Version
5.0
OPERATING SYSTEMS
Platform
Windows
Operating System
  • Windows 2003
  • Windows Vista
  • Windows NT
  • Windows 7
  • Windows 98
  • Windows 2000
  • Windows 10
  • Windows ME
  • Windows XP
Additional Requirements
None
POPULARITY
Total Downloads
288
Downloads Last Week
12
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Developer’s Description

By Christian Borgelt
Find frequent item sets using the FPgrowth algorithm.
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 nodes into lists referring to the same item. The search is carried out by projecting the prefix tree, working recursively on the result, and pruning the original tree. Since version 1.2 this implementation also contains the alpha-pruning of the FP-Bonsai techniques.
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