Association rule mining is a technique to identify underlying relations between different items.
Implementation of Decision Tree Classifier, Esemble Learning, Association Rule Mining and Clustering models(Kmodes & Kprototypes) for Customer attrition analysis of telecommunication company to identify the cause and conditions of the churn.
A detialed analysis on the customers, products, orders and shipments of the Brazilian E-commerce giant Olist.
universal Association Rule Mining Solver
Analytics and Systems of Big Data
A minimalistic framework for Numerical Association Rule Mining
CHARM algorithm for closed item set mining (Java)
This repository contains the three-part capstone project made for the DTU Data Science course 02450: Introduction to Machine Learning and Data Mining
This repository contains coursework for the Market and Economic Research and Analysis course in the MS Applied Business Analytics program at Boston University.
Developing a Recommender System for Customers in a Scan and Go store using Apriori Algorithm in Market Basket Analysis
Numerical Association Rule Mining in Julia
Implementation of Association Rule Mining & Classification Algorithms, for CZ4032 Data Analytics & Mining
Top K high utility itemset mining is a different approach to solve the problems in the field of pattern and association rule mining used in market basket analysis.
What kind of relationship of product that we have in the UK and Ireland wholesalers? How can that information be used to help business decisions making? You can find the answers in this repo.
Market Basket Analysis What is it? Market Basket Analysis is a modelling technique based upon the theory that if you buy a certain group of items, you are more (or less) likely to buy another group of items. For example, if you are in an English pub and you buy a pint of beer and don't buy a bar meal, you are more likely to buy crisps (US. chips…
Association Rule Mining using Apriori algorithm and FP-tree
This project explores factors affecting child stunting and influence of contraceptive awareness in women on other health indicators using NFHS-4 (National Family Health Survey - 4, India) data.
A simple Market Basket Analysis that uses the apriori algorithm to find affinities between retail products
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