Complete set of 79 Association-Rules extracted by FP-Growth using RapidMiner V10.2 (Association Rule & MS-OAP Research)

Published: 1 October 2024| Version 1 | DOI: 10.17632/b6wxf6sr8b.1
Contributor:
SAMIA GAMOURA

Description

Complete set of 79 Association-Rules extracted by FP-Growth using RapidMiner V10.2 in the research about Association Rule & MS-OAP Research

Files

Steps to reproduce

To obtain this set of association-rules, we applied the FP-Growth algorithm on the dataset comprising available at Mendeley Data (http://10.17632/vstnx7swt2.1). For implementation, we utilized RapidMiner V10.2 (Altair, RapidMiner 2024) to design a process using the FP-Growth algorithm with specific parameter settings (minimum Support threshold = 0.7, minimum items per itemset = 1, maximum number of itemsets = 3, minimum Confidence = 0.1).

Institutions

EM Strasbourg Business School, Universite de Strasbourg

Categories

Artificial Intelligence, Supply Chain Management, Supply Risk, Association Rule Learning

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